# Earn on ActionFi
Source: https://docs.actionmodel.com/actionfi/Earn-on-ActionFi
Get paid for real actions. Complete verified tasks on partner platforms, earn $LAM tokens, and own a piece of the AI future you're helping build. Up to 73x multipliers on high-value platforms.
**Stop Giving Your Data Away for Free**: Big Tech harvests your clicks, searches, and browsing to train their AI — and you get nothing. ActionFi flips the script. Complete real tasks on real platforms, get verified by AI, and **earn tokens that represent your ownership** in the community-owned Large Action Model.
## The ActionFi Opportunity
Multipliers on partner platforms
Verification and rewards
From beginner to expert
\$LAM tokens = AI stake
**What Makes ActionFi Different**: Unlike background training that earns base rates, ActionFi bounties reward you for completing **specific, high-value tasks** on partner platforms. The more commercially valuable the platform, the higher the multiplier — and the more you earn.
***
## How to Start Earning
Download and install the [Action Model browser extension](/the-large-action-model-lam/browser-extension-overview) from the Chrome Web Store. This is required for ActionFi — it's how we verify your task completions.
**Quick Setup**: Installation takes under 60 seconds. The extension runs silently in the background and only activates when you start an ActionFi task.
Go to [train.actionmodel.com](https://train.actionmodel.com/auth?mode=sign-up) and create your free Action Model account, or sign in if you already have one.
Click on **ActionFi** in the sidebar. You'll see the **ActionFi Domains** grid showing all available platforms with their multipliers and task counts.
The ActionFi dashboard shows platforms as cards with key info:
* **Platform logo and domain** (e.g., kubernetes.io, aws.amazon.com)
* **Number of tasks** available on that platform
* **Multiplier** (e.g., x10, x32) shown with the \$LAM icon
Use **Sort by** and **Filter by** to find platforms that match your skills. You can also **Search** for specific platforms.
Click any platform card to see the **Domain Level Bounties** page:
* **Platform stats**: Total points available, tasks completed, success rate, recording time
* **Subdomains**: Some platforms have multiple subdomains (e.g., aws.amazon.com, amazon.jobs) each with their own multipliers
* **Tasks to Do**: A list of specific tasks with individual point rewards
Click any task to see the full details:
* **Task title and description** explaining what you need to accomplish
* **Reward amount** in \$LAM points
* **Step-by-step instructions** (numbered 1-10+) guiding you through the task
* **Success Criteria** listing exactly what the AI will verify
**Flexibility**: The steps are guidance only. You can complete the task your own way as long as you meet the success criteria listed at the bottom.
Click the purple **"Start Training"** button to begin:
* The extension opens the platform in a new tab
* Recording begins automatically
* Complete the task following the guidance
* Click **"Finish"** when done
Our AI analyzes your recorded session:
* ✅ **Completed**: Points credit immediately to your account
* ⚠️ **Failed**: You'll see detailed AI feedback explaining what was missed
**AI Guidance**: If a task fails, the AI Response tells you exactly what steps were missed and how to fix them. For example: "You created a VPC but missed two key steps: 1. Add at least one subnet inside your VPC. 2. Create and attach an Internet Gateway." Re-record after fixing to earn your reward.
***
## The Task Interface
When you select a platform and click on a task, you'll see a detailed task panel with everything you need to complete the bounty successfully.
### What You See When You Select a Task
Every task shows:
| Element | Description |
| - | - |
| **Task Title** | Clear name like "Set up an S3 bucket" or "Create an IAM user" |
| **Description** | Brief explanation of what the task accomplishes |
| **Reward** | Points you'll earn (e.g., 230 pt, 378 pt, 400 pt) |
| **Start Training** | Purple button to begin recording |
| **See Training History** | View your previous attempts on this task |
### Numbered Instructions
Each task includes detailed steps (typically 5-10) guiding you through the process:
**Example: "Establish a VPC" on AWS**
1. Open the AWS Management Console and log in with your credentials
2. In the search bar at the top, type "VPC" and select VPC from the dropdown list
3. Click "Create VPC" on the top-right of the dashboard
4. Select "VPC only" from the creation options
5. In the Name tag field, enter a clear, descriptive name (e.g., ActionModel-VPC)
6. Under IPv4 CIDR block, enter a valid CIDR (e.g., 10.0.0.0/16)
7. Set Tenancy to Default unless otherwise required
8. Click the Create VPC button at the bottom of the page
9. Wait for the confirmation banner that says "VPC created successfully"
10. Verify that your new VPC appears in the VPC Dashboard list
**Remember**: These steps are guidance only. You can complete the task in your own way as long as you meet the success criteria.
### What the AI Verifies
Every task lists specific success criteria that must be met for verification:
**Example: VPC Task Success Criteria**
1. A new VPC entry exists in the VPC Dashboard list
2. The Name tag field is populated with a descriptive label (not blank or generic)
3. The IPv4 CIDR block field contains a valid, non-empty range
4. The Tenancy setting is correctly applied (default or as specified)
5. The Create VPC action has been completed (confirmation message or visual update detected)
6. The new VPC appears under the correct account and region
7. No error or warning messages are displayed after VPC creation
**Meet All Criteria**: The AI checks each criterion. Missing even one (like forgetting to add a subnet) will result in a failed verification with specific feedback on what was missed.
### Learning from Failed Attempts
If a task fails, the **History** section shows:
* **AI Response**: Detailed explanation of what went wrong
* **How to fix this**: Specific steps to complete the task correctly
* **Timestamp**: When the attempt was made
* **Status**: Failed or Completed
**Example AI Feedback:**
> "You created a VPC but missed two key steps. To complete the task and earn points:
>
> 1. Add at least one subnet inside your VPC
> 2. Create and attach an Internet Gateway
> 3. Link the route table to the gateway for connectivity
>
> Once done, record the process again to reach 100% and claim your reward."
**Iterate to Success**: Failed attempts don't penalize you. Use the AI feedback to understand exactly what's needed, then re-attempt the task. Many users complete tasks on their second try after reading the feedback.
***
## Understanding Bounty Multipliers
Not all platforms are equal. ActionFi assigns **multipliers** based on commercial value — how much businesses would pay to automate that platform.
### The Multiplier System
Every platform has a **base multiplier** that applies to all points earned on that domain:
| Multiplier | Meaning | Example Platforms |
| - | - | - |
| **50-73x** | ActionFi Partners | ICP, featured DeFi protocols |
| **10-20x** | Enterprise Tools | AWS, Salesforce, Tableau |
| **5-15x** | B2B SaaS | Stripe, HubSpot, Jira |
| **3-10x** | Marketing Tools | Google Ads, Mailchimp |
| **1-3x** | Professional Tools | LinkedIn, GitHub |
| **0.5-1.5x** | Consumer Platforms | Facebook, Gmail, YouTube |
**Why the Difference?** High-multiplier platforms represent massive business value. Companies pay \$5,000-50,000/month to manage AWS or Salesforce. Automating these saves businesses real money — that's why training on them earns more.
### Maximum Multipliers: ActionFi Partners
These platforms have **partnered directly with Action Model**, funding bounty pools for verified user engagement. They offer the highest multipliers in the ecosystem.
**73x Multiplier**
DFINITY's Internet Computer Protocol. Tasks include:
* Smart contract interactions
* DAO participation workflows
* DeFi protocol usage
* Developer tool exploration
**30-50x Multipliers**
Rotating featured protocols. Current opportunities:
* Liquidity provision tasks
* Staking and governance
* Bridge interactions
* Advanced trading features
**Partner Bounties Change**: ActionFi partners rotate. Check the dashboard regularly for new high-multiplier opportunities. Early completers on new partners often earn the most.
### High-Value Business Platforms
Enterprise tools represent the biggest automation opportunity. Businesses spend \$10,000-100,000/month on consultants to manage these platforms.
| Platform | Multiplier | Why It's Valuable |
| - | - | - |
| **AWS Console** | x32 | Cloud infrastructure management |
| **Kubernetes** | x10 | Container orchestration |
| **Datadog** | x9.99 | Infrastructure monitoring |
| **Splunk** | x9.9 | Log analytics and security |
| **Vercel** | x9.99 | Developer deployment platform |
| **Azure Portal** | x14 | Microsoft cloud services |
**Enterprise Strategy**: These platforms are complex but rewarding. AWS tasks like "Set up an S3 bucket" (312 pts) or "Deploy a Redshift cluster" (400 pts) with a x32 multiplier can earn massive points. If you have professional cloud experience, prioritize these.
### Business Backbone Tools
B2B SaaS platforms offer strong multipliers because businesses pay for automation here. Tasks are often more accessible than enterprise tools.
| Platform | Multiplier | Task Examples |
| - | - | - |
| **Adyen** | x9.99 | Payment processing, merchant setup |
| **Circle** | x8.5 | Crypto payments, USDC integration |
| **Logz.io** | x9 | Log management, observability |
| **HubSpot** | x8 | CRM workflows, marketing |
| **Jira** | x7 | Project management |
| **Notion** | x5 | Database creation |
**B2B Sweet Spot**: These platforms balance good multipliers with accessible tasks. Great for building up your earnings while learning new tools.
### Growth and Advertising Platforms
Marketing platforms are valuable because every business needs them. Tasks often involve campaign creation and analytics.
| Platform | Multiplier | Task Examples |
| - | - | - |
| **Google Ads** | 7x | Campaign creation, optimization |
| **Facebook Business** | 7x | Ad management, audiences |
| **Mailchimp** | 5x | Email campaigns, automation |
| **SEMrush** | 6x | SEO research, reports |
| **Klaviyo** | 5x | E-commerce email flows |
| **Hootsuite** | 4x | Social scheduling |
### Lower Multipliers, Easier Tasks
Consumer platforms have lower multipliers because they're less commercially valuable. However, they're great for:
* Getting started with ActionFi
* Earning while doing things you'd do anyway
* Building up your tier bonus
| Platform | Multiplier |
| - | - |
| **Twitter/X** | 2x |
| **Instagram** | 1.5x |
| **LinkedIn** | 2.5x |
| **Gmail** | 1.2x |
| **YouTube** | 1x |
| **Facebook** | 1x |
**Consumer Strategy**: Don't ignore these entirely. If you're already using LinkedIn or Twitter, having the extension running earns you passive points. But for focused earning sessions, prioritize higher multipliers.
***
## The Commercial Value Formula
**Why Business Platforms Pay More**: The bounty multiplier directly correlates with how much money businesses would save by automating that platform. A 10x multiplier means businesses spend 10x more on that platform's operations than consumer platforms.
### Real Example: AWS Task Rewards
Here's what actual AWS tasks pay on ActionFi (with the x32 multiplier):
| Task | Base Reward | With x32 Multiplier |
| - | - | - |
| **Deploy a Redshift cluster** | 400 pts | 12,800 pts |
| **Create an IAM user** | 378 pts | 12,096 pts |
| **Launch a Lambda function** | 350 pts | 11,200 pts |
| **Set up an S3 bucket** | 312 pts | 9,984 pts |
| **Set up a DynamoDB table** | 267 pts | 8,544 pts |
| **Establish a VPC** | 230 pts | 7,360 pts |
| **Configure a CloudWatch alarm** | 215 pts | 6,880 pts |
| **Create an SQS queue** | 125 pts | 4,000 pts |
**The Math Is Clear**: A single AWS task earns **10,000+ points** after the multiplier. Compare that to a consumer platform at x1 where the same effort earns just 300-400 points.
### Subdomain Multipliers
Large platforms often have multiple subdomains with different multipliers:
**Example: Amazon Ecosystem**
| Subdomain | Multiplier | Focus |
| - | - | - |
| **aws.amazon.com** | x32 | Cloud services (highest value) |
| **business.amazon.com** | x9 | B2B purchasing |
| **amazon.jobs** | x9 | Career platform |
| **amazon.com** | x9 | E-commerce |
**Target the Right Subdomain**: Always check which subdomain you're training on. aws.amazon.com (x32) pays **3.5x more** than amazon.com (x9) for similar effort.
### Value Breakdown
**aws.amazon.com (x32)**
Current business costs:
* AWS consultant: \$150-300/hour
* DevOps engineer: \$12,000/month
* Cloud architect: \$200,000/year
**Actionist savings: 90%+**
High bounty = High business value = You earn more
**Consumer platforms (x1-2)**
Current business costs:
* Social media intern: \$500/month
* Time investment: 20 hours/month
* Limited business impact
**Minimal automation value**
Low bounty = Low business value = You earn less
***
## Maximizing Your Earnings
**The #1 Strategy**
10 tasks on Stripe (32x) beats **320 tasks** on Facebook (1x). Always check multipliers before starting. Sort by highest multiplier first.
**Pro tip:** Bookmark the top 5 platforms in your skill area.
**Catch the Spike**
When platforms update their UI, bounties spike for retraining. Major updates = temporary 2-3x boost on top of base multiplier.
**Pro tip:** Follow @ActionModel on Twitter for update alerts.
**Complete Tasks Properly**
Rushed, sloppy work may fail verification. Take time to complete each step correctly. Verified tasks earn full points; failed tasks earn nothing.
**Pro tip:** Read task requirements fully before starting.
**Compound Your Earnings**
Your final points = Base × Platform Multiplier × Epoch Bonus × Tier Bonus. All multiply together. A 10x platform during Epoch 1 (2x) with Leaf tier (1.15x) = 23x effective multiplier.
**Pro tip:** Maximize each multiplier layer.
### Advanced Strategies
**Concept:** Become an expert on 2-3 high-value platforms instead of spreading across many.
**Why it works:**
* You learn the platform deeply, completing tasks faster
* You discover hidden features others miss
* You build reputation as a go-to trainer for that platform
* Your task completion rate increases (aiming for 100% success rate)
**Example:** Focus on AWS (x32) with tasks like "Set up an S3 bucket," "Create an IAM user," and "Deploy a Redshift cluster." Master all 9 AWS tasks and earn 80,000+ points per complete cycle.
**Best for:** Users with professional experience in cloud, DevOps, or enterprise tools.
**Concept:** Prioritize ActionFi partner platforms (highest multipliers) above all else.
**Why it works:**
* Partner platforms have 30-73x multipliers
* Limited-time campaigns create urgency
* Early completers get featured tasks
* Partner bonuses stack on top
**Example:** @web3builder targets only partner platforms. ICP specialist (73x). Earns 62,000+ \$LAM/month.
**Best for:** Users who check the dashboard frequently and move fast on new opportunities.
**Concept:** Look for platforms with high multipliers but low completion rates — gaps in training coverage.
**Why it works:**
* Less competition for tasks
* Platforms may boost multipliers to attract trainers
* Your contributions are more valuable to the LAM
* Potential for first-mapper bonuses
**Example:** @automator identifies coverage gaps across platforms. Cross-platform workflows. Earns 38,000+ \$LAM/month.
**Best for:** Analytical users who like finding inefficiencies.
**Concept:** Earn steadily every day rather than sporadic big sessions.
**Why it works:**
* Daily consistency bonuses (1.5x for streaks)
* Tier progression happens faster
* You catch more limited-time opportunities
* Builds habits that compound
**Target:** 30-60 minutes of focused ActionFi daily.
**Best for:** Users who want sustainable, predictable earnings.
***
## The Complete Rewards System
Your ActionFi earnings depend on multiple stacking multipliers. Understanding each one helps you maximize total points.
### Points Calculation Formula
**Your Points = Base Task Reward × Platform Multiplier × Epoch Bonus × Tier Bonus × Quality Bonus**
All multipliers compound together. A base 1,000 point task can become 20,000+ points with the right multipliers.
### Component Breakdown
### Based on Commercial Value
Each platform has a fixed multiplier based on its business value:
| Category | Multiplier Range | Examples |
| - | - | - |
| ActionFi Partners | 30-73x | ICP, featured protocols |
| Enterprise | 10-20x | AWS, Salesforce, Azure |
| B2B SaaS | 5-15x | Stripe, HubSpot, Jira |
| Marketing | 3-10x | Google Ads, Mailchimp |
| Professional | 1-3x | LinkedIn, GitHub |
| Consumer | 0.5-1.5x | Facebook, Gmail |
**Dynamic adjustments:** Multipliers can temporarily increase for:
* Platform UI updates (retraining needed)
* Low coverage areas (gaps in training)
* Special campaigns (partner promotions)
### Early Adopter Rewards
Epochs reward early contributors with higher multipliers. The earlier you join, the more you earn:
| Epoch | Period | Bonus |
| - | - | - |
| **Founding** | Founders/KOLs | 5x |
| **Epoch 1** | Month 1 | 2x |
| **Epoch 2** | Month 2 | 1.9x |
| **Epoch 3** | Month 3 | 1.8x |
| **Epoch 4** | Month 4 | 1.7x |
| **Epoch 5** | Month 5 | 1.6x |
| **Epoch 6** | Month 6 | 1.5x |
| **Epoch 7** | Month 7 | 1.4x |
| **Epoch 8** | Month 8 | 1.3x |
| **Epoch 9** | Month 9 | 1.25x |
| **Epoch 10** | Month 10 | 1.2x |
| **Epoch 11** | Month 11 | 1.1x |
| **Epoch 12+** | Month 12+ | 1x |
**Epoch Bonus Is Locked at Signup**: Your epoch bonus is determined by when you joined. If you joined in Month 2, you have Epoch 2 (1.9x) **forever**. This is why early adoption matters.
### Earned Through Contribution
As you earn more total points, your tier increases — and so does your permanent bonus:
| Tier | Points Required | Badge Bonus |
| - | - | - |
| **Seed** | 0 – 9,999 | +0% (1.0x) |
| **Root** | 10K – 49,999 | +5% (1.05x) |
| **Sprout** | 50K – 249,999 | +10% (1.1x) |
| **Leaf** | 250K – 999,999 | +15% (1.15x) |
| **Branch** | 1M – 4,999,999 | +20% (1.2x) |
| **Tree** | 5M – 24,999,999 | +30% (1.3x) |
| **Forest** | 25M – 99,999,999 | +40% (1.4x) |
| **Evergreen** | 100M+ | +50% (1.5x) |
**Tier Progression**: Focus on reaching Leaf tier (250K points) as quickly as possible. The +15% bonus compounds on everything you earn after that.
### Rewarding Excellence
Additional bonuses for high-quality contributions:
| Bonus Type | Multiplier | How to Earn |
| - | - | - |
| **Task Quality** | Up to 2x | Complete tasks thoroughly, no skipped steps |
| **Consistency** | 1.5x | Daily activity streaks (7+ days) |
| **First Mapper** | 10,000 pts | First to complete a task on new platform |
| **Workflow Creator** | 500-5,000 pts | Create reusable workflows |
| **Bug Discovery** | 5,000 pts | Report platform or extension issues |
### Example Calculations
**Scenario:** Founding member completing a task on ICP (73x partner)
* Base task reward: 1,000 points
* Platform multiplier: 73x (ICP partner)
* Epoch bonus: 5x (Founding)
* Tier bonus: 1.3x (Tree tier)
* Quality bonus: 1.5x (streak)
**Calculation:**
```
1,000 × 73 × 5 × 1.3 × 1.5 = 711,750 points
```
**Result:** A single task earns **711,750 points** — nearly Tree tier from one task.
**Scenario:** Month 3 user completing "Deploy a Redshift cluster" on AWS
* Base task reward: 400 points
* Platform multiplier: 32x (AWS)
* Epoch bonus: 1.8x (Epoch 3)
* Tier bonus: 1.15x (Leaf tier)
**Calculation:**
```
400 × 32 × 1.8 × 1.15 = 26,496 points
```
**Result:** One AWS task earns **26,496 points**.
**Scenario:** Month 12 user on Facebook (baseline example)
* Base task reward: 500 points
* Platform multiplier: 1.22x (Facebook)
* Epoch bonus: 1x (Epoch 12+)
* Tier bonus: 1.05x (Root tier)
**Calculation:**
```
500 × 1.22 × 1 × 1.05 = 640 points
```
**Result:** Same effort, but only **640 points** — 1,000x less than the founding member on ICP.
**The Lesson:** Platform choice and epoch timing matter enormously. A founding member on a partner platform earns **1,000x more** than a late joiner on consumer platforms.
***
## Points to Tokens
\*\*$LAM Token Conversion**: Points earned on ActionFi convert to $LAM tokens at TGE (Token Generation Event). The conversion rate will be announced before TGE. Your points are tracked and guaranteed — the more you earn now, the more tokens you'll receive.
### What \$LAM Tokens Represent
\$LAM tokens represent your ownership in the community-owned Large Action Model. You helped train it — you own part of it.
$LAM is the fuel for [Actionist](/actionist/actionist-overview) AI agents. Every action an agent takes consumes $LAM. Real utility = real demand.
Token holders vote on Action Model DAO decisions. Your training contribution earns you a voice in the future.
***
## Frequently Asked Questions
Most verifications complete in **under 60 seconds**. The AI analyzes your recorded session immediately after you click "Finish." You'll see the result (verified or not) right away, and points credit instantly if verified.
If verification fails, you'll see an **AI Response** in the task's History section explaining exactly what went wrong:
**Example AI Response:**
> "You created a VPC but missed two key steps. To complete the task and earn points:
>
> 1. Add at least one subnet inside your VPC
> 2. Create and attach an Internet Gateway
> 3. Link the route table to the gateway for connectivity
>
> Once done, record the process again to reach 100% and claim your reward."
Common failure reasons:
* **Incomplete steps**: You missed required actions (AI tells you which ones)
* **Missing criteria**: Task was done but didn't meet all success criteria
* **Wrong domain**: Task was done on different site
* **Too fast**: Completed suspiciously quickly (bot detection)
**No penalty for failed attempts.** Use the AI feedback, fix what was missed, and re-record. Most users succeed on their second attempt.
Depends on the task:
* **One-time tasks**: Complete once, marked as done
* **Repeatable tasks**: Can be done multiple times (indicated in task description)
* **Cooldown tasks**: Repeatable but with time limits (e.g., once per day)
Check the task description for repeatability rules.
For most tasks, yes — you need a working account on the platform. Some tasks are specifically for new user onboarding (create account + complete action).
**Opportunity**: Many platforms have free tiers. Creating accounts and completing onboarding tasks often earns good points — and you learn new tools in the process.
| Factor | Background Training | ActionFi Bounties |
| - | - | - |
| **Effort** | Passive (runs automatically) | Active (complete specific tasks) |
| **Base Rate** | 10 points/minute | 500-5,000+ points/task |
| **Multipliers** | Platform multiplier only | Platform × Epoch × Tier × Quality |
| **Best For** | Earning while doing other work | Focused earning sessions |
**Recommendation**: Do both. Run background training while browsing normally, and do focused ActionFi sessions when you want to maximize earnings.
**If you're new:**
1. Start with platforms you already use (easier tasks)
2. Complete some consumer-level tasks to learn the flow
3. Gradually move to higher-multiplier platforms
**If you want maximum earnings:**
1. Check partner platforms first (highest multipliers)
2. Focus on your area of expertise
3. Prioritize enterprise/B2B platforms you have access to
The ActionFi section of your [dashboard](https://train.actionmodel.com) shows:
**Main ActionFi Page:**
* **Total ActionFi Earnings**: Your cumulative points from bounties
* **Top Earning Domain**: Which platform has earned you the most
* **Earnings this month**: Current month's points
* **Your History**: Total websites trained, most repeated domain
**Per-Platform Stats:**
* **Total Points from this Domain**: Points earned vs. available
* **Tasks Completed**: e.g., "1 /9" showing progress
* **Success Rate**: Your verification success percentage
* **Total Recording Time**: Time spent training
**Per-Task Stats:**
* **See Training History**: View all your attempts on each task
* **AI Response**: Feedback on failed attempts
* **Status**: Completed ✅ or Failed ⚠️ with timestamps
***
## Ready to Start Earning?
**Step 1: Create Account**
Sign up for free and lock in your epoch bonus today.
**Step 2: Get the Extension**
Required for ActionFi verification. Takes 60 seconds.
**Step 3: Complete Tasks**
Browse bounties and earn points on high-value platforms.
**Your ActionFi Journey:**
Learn the system, complete easier tasks, reach Root tier
Focus on higher-multiplier platforms, build consistency streak
Specialize in your best platforms, aim for Leaf tier and beyond
The compound effect of tier bonuses + consistency + platform expertise adds up fast.
***
## The Opportunity Is Now
**Epoch Bonuses Decrease Every Month**: If you're reading this in Epoch 1-6, you have a significant advantage over future users. Your epoch bonus is locked forever at signup. Every month you wait, you earn less on every task for the rest of your ActionFi journey.
**The math is brutal:**
* Epoch 1 user (2x) earns **double** what an Epoch 12 user earns
* On a 73x partner platform, that's 146x vs 73x — **twice the tokens** for the same work
**Lock in your epoch bonus today**
Every day you wait is earnings left on the table. The best time to start was yesterday. The second best time is now.
**Understand the full ActionFi ecosystem**
See how platforms, users, and ecosystem partners all connect in the ActionFi flywheel.
***
## Related Resources
Learn how platforms list on ActionFi and what tasks they create for you to complete.
Interested in bringing platforms to ActionFi? Learn about ecosystem partner opportunities.
***
**ActionFi: Where your actions have value.**
**Complete tasks. Get verified. Earn tokens. Own the future.**
# ActionFi Overview
Source: https://docs.actionmodel.com/actionfi/actionfi-overview
From DeFi to SocialFi to InfoFi... Welcome to ActionFi. Real users. Verified actions. Any platform. The bounty layer where platforms get real usage and users get paid for completing real product actions.
**The Next Evolution**: DeFi let you earn from capital. SocialFi let you earn from attention. InfoFi lets you earn from content. ***ActionFi lets you earn from actions.*** Complete real tasks on real platforms, get verified by AI, and own a piece of the future you're building.
## What is ActionFi?
ActionFi is the **bounty layer of Action Model** — a marketplace where apps, protocols, and SaaS tools create task-based missions on their products. Users complete those tasks using the [Action Model browser extension](/the-large-action-model-lam/browser-extension-overview), and earn rewards for every **verified action**.
**Not Your Average Quest Platform**: Unlike traditional bounty platforms that reward clicks, follows, or signups, ActionFi verifies that users complete **meaningful, in-app actions**. Create a campaign. Deploy a contract. Configure a dashboard. Real work, real rewards.
Every completed ActionFi task produces three valuable outputs:
Not vanity metrics. Actual product engagement that platforms can measure and monetize.
High-value path data that teaches the [Large Action Model](/the-large-action-model-lam/training-the-large-action-model) how to automate real workflows.
\$LAM tokens and points for contributors who help build the community-owned AI future.
***
## How ActionFi Works
Partners list their app or dashboard on ActionFi and define **missions** they care about:
* "Create a new ad campaign"
* "Deposit into a liquidity pool"
* "Configure a data pipeline"
* "Deploy a smart contract"
They fund a reward pool, and Action Model assigns multipliers based on the commercial value of those actions. High-impact, B2B and infrastructure platforms get the highest multipliers.
Community members install the [Action Model browser extension](/the-large-action-model-lam/browser-extension-overview). As they complete bounty tasks, the extension:
* Watches the UI like a human (screen + DOM)
* Records the sequence of clicks, scrolls, and inputs
* Confirms whether the required steps were actually completed
This creates the **path data** needed to train the Large Action Model — far more valuable than simple page views or signups.
Inside the ActionFi dashboard, users see:
* A ranked list of platforms with **bounty multipliers** (e.g., 6x, 15x, 73x)
* For each platform, a list of **clear tasks** with point rewards
* A "Start Training" button that launches the extension on the correct domain
Users choose the highest-value missions that match their skills or interests.
When a user clicks **"Start Training"**:
1. The extension opens the partner's platform
2. The user completes the defined task
3. The extension verifies all required steps were completed
4. If verified: **rewards unlock instantly**
The platform sees a completed mission. The user earns \$LAM. The LAM gets new training data. Everyone wins.
**Verification is Automatic**: You don't need to submit screenshots or proof. The browser extension watches your actions in real-time and AI verifies task completion automatically. 99% accuracy, sub-minute verification.
***
## The Three Parties
ActionFi connects three distinct groups, each with aligned incentives:
### Platforms Listed on ActionFi
**Who they are:**
* Web3 protocols with dashboards (DeFi, NFT, infrastructure)
* SaaS tools with web interfaces
* Developer platforms and analytics tools
* Any browser-based product needing real user engagement
**What they provide:**
* Bounty pool funding (in \$LAM or their native token)
* Task definitions mapped to their activation funnel
* Co-marketing commitment
**What they receive:**
* Verified user actions (not fake signups)
* High-intent users exploring their product
* Training data for future Actionist automation
* Deep funnel analytics and insights
Learn how to list your platform on ActionFi and get verified users completing real actions
### Bounty Hunters
**Who they are:**
* Community members with the browser extension installed
* Crypto natives exploring new platforms
* Professionals learning new tools while earning
* Anyone wanting to own a piece of the AI they train
**What they do:**
* Browse available bounties in the ActionFi dashboard
* Complete real tasks on partner platforms
* Earn \$LAM tokens and points for verified completions
**What they receive:**
* Immediate rewards for completed tasks
* Higher earnings on high-multiplier platforms (up to 73x)
* Ownership stake in the community-owned LAM
* Skills development on in-demand tools
Learn how to maximize your earnings on ActionFi bounties
### Introducers at Scale
**Who they are:**
* VCs and funds with portfolio companies
* Marketing agencies serving web3/SaaS clients
* Launchpads and incubators
* L1/L2 ecosystem foundations
* Exchanges with listing pipelines
* KOLs and influencers
**What they do:**
* Introduce multiple platforms to ActionFi
* Distribute and sell ActionFi partnerships
* Bring their networks into the ecosystem
**What they receive:**
* Co-marketing and ecosystem amplification
* New value-add service for their clients
Learn how VCs, agencies, and launchpads can bring their entire portfolio to ActionFi
***
## Why ActionFi Exists
**The AI Training Battle**: Today's AI giants harvest your clicks, searches, and content to train their models — and you get nothing. That's how they plan to own 99% of the AI future. ActionFi flips the script.
### The Training Data Problem
Large Action Models are **harder to train than chatbots**. They don't just need text — they need **path data**: complete recordings of how real people navigate interfaces, solve problems, and complete tasks, step by step.
This data doesn't exist on the internet to be scraped. It must be **intentionally collected** from real users doing real work.
Even Google and Microsoft struggle to collect this data at scale. Why?
* They can only observe behavior on their own platforms
* Users don't consent to screen recording
* They have no incentive mechanism for contributors
* They operate in siloed ecosystems
ActionFi solves this by creating a **transparent, rewarded** system for collecting path data across **every platform on the internet**.
| Factor | Big Tech | ActionFi |
| - | - | - |
| **Data Collection** | Limited to their platforms | Every website, every platform |
| **User Incentive** | None (they take your data) | Earn tokens for contribution |
| **Training Speed** | Slow, corporate processes | Rapid, community-driven |
| **Coverage** | Their ecosystem only | The entire internet |
| **Ownership** | Shareholders | Community members |
ActionFi creates aligned incentives for everyone:
**For Platforms:**
* Get verified users, not bots
* Real product usage, not empty traffic
* Training data that improves their own automation
**For Users:**
* Get paid for actions Big Tech takes for free
* Learn valuable skills on in-demand platforms
* Own a stake in the AI future
**For the LAM:**
* Receives highest-quality path data
* Prioritizes commercially valuable workflows
* Grows the Action Tree with every task
**The Circular Economy**: Partners fund bounties → Users train the LAM and earn → Better automations attract more businesses → More B2B revenue → More buybacks and burns → Token value appreciates → Everyone wins.
***
## Who is ActionFi For?
**Drive real usage on your dApp**
Turn token incentives into verifiable product actions. Get users actually using your pools, vaults, and contracts — not just connecting wallets and leaving.
**Perfect for:**
* DeFi protocols needing liquidity actions
* NFT platforms wanting creator engagement
* Infrastructure projects needing developer adoption
**Train the LAM on your dashboards**
Complex workflows on your platform become training data for Actionist. The more users complete tasks, the better AI agents will automate your product in the future.
**Perfect for:**
* Cloud platforms (AWS, Azure, GCP)
* Developer tools and IDEs
* Analytics and data platforms
**Onboard users through your activation funnel**
Design bounty tasks that map to your key activation moments. Give users a reason to try your power features on day one.
**Perfect for:**
* Marketing and ads platforms
* CRM and sales tools
* Productivity software
***
## Choose Your Path
**Get Verified Users**
Learn how to list your platform on ActionFi, design tasks, and get real users completing real actions.
[Apply as Platform →](/actionfi/for-platforms)
**Scale Your Impact**
Bring your entire portfolio or client roster to ActionFi and provide real value.
[Partner at Scale →](/actionfi/for-ecosystem-partners)
**Start Earning Now**
Install the extension, browse bounties, and start getting paid for completing real tasks.
[Start Earning →](/actionfi/Earn-on-ActionFi)
***
## The ActionFi Advantage
| Feature | Traditional Quests | ActionFi |
| - | - | - |
| **Verification** | Self-reported or screenshot | AI-verified via browser extension |
| **Actions** | Follow, like, retweet | Real in-app product usage |
| **User Quality** | Airdrop farmers | High-intent users |
| **Data Value** | Low (vanity metrics) | High (path data for LAM) |
| **Platform Benefit** | Temporary buzz | Lasting engagement + automation |
| Feature | Paid Advertising | ActionFi |
| - | - | - |
| **User Intent** | Unknown | High (completing real tasks) |
| **Fraud Risk** | Significant bot traffic | AI-verified human actions |
| **Data Ownership** | Platform keeps it | You get funnel analytics |
| **Long-term Value** | Ends with the campaign | Training data compounds |
| Feature | Affiliate Programs | ActionFi |
| - | - | - |
| **Tracking** | Cookies, attribution issues | Direct task verification |
| **Actions Verified** | Signups, purchases | Any in-app action |
| **Fraud Protection** | Limited | AI-verified completions |
| **Setup Complexity** | API integration needed | Zero integration required |
| **Community Benefit** | Affiliates only | Users + LAM + ecosystem |
***
## Ready to Join ActionFi?
**The Future of User Acquisition**: ActionFi isn't just another quest platform. It's the infrastructure for verified, incentivized product usage that simultaneously trains the world's first community-owned Large Action Model. Whether you're a platform, an introducer, or a user — this is your chance to shape the future of AI automation.
**Turn marketing spend into verified usage**
Apply to list your platform on ActionFi and get real users completing real actions.
**Contact:** [partners@actionmodel.com](mailto:partners@actionmodel.com)
**Start earning immediately**
Sign up free, install the browser extension, and get paid for your actions.
[**Sign Up Free →**](https://train.actionmodel.com/auth?mode=sign-up)
***
**ActionFi: Where platforms get real usage, users get real rewards, and the LAM gets trained.**
**Train it. Earn it. Own it.**
# ActionFi for VCs & Agencies
Source: https://docs.actionmodel.com/actionfi/for-ecosystem-partners
Multiply your impact with ActionFi. Plug your entire portfolio or client roster into ActionFi and give them a verified user acquisition channel from day one.
**Scale Your Deal Flow**: Why bring one platform to ActionFi when you can bring twenty? As an Ecosystem Partner, you give your portfolio companies a growth channel that delivers **verified users completing real actions**, not vanity metrics.
## The Ecosystem Partner Opportunity
You already have relationships with platforms that need users. ActionFi gives you a **new value-add service** to offer them.
Strengthen your relationships with the platforms you introduce by giving them a growth channel that delivers results.
Give your portfolio companies and clients a growth product that actually works — verified users, real engagement, training data.
Co-branding with Action Model's cutting-edge AI narrative. Position yourself at the forefront of the LAM revolution.
***
## Who Are Ecosystem Partners?
Ecosystem Partners are **introducers** — organizations or individuals who can bring multiple platforms to ActionFi at scale. You do distribution and selling on our behalf; we handle verification, rewards, and platform operations.
### Portfolio Growth Product
**Who you are:**
* Web3 VCs and crypto hedge funds
* Ecosystem funds and grant programs
* Angel syndicates with portfolio companies
**Why ActionFi makes sense:**
You've invested in promising platforms, but many struggle with user acquisition. ActionFi gives you a **concrete growth product** to offer portfolio companies — not advice, but actual verified users.
Move beyond board seats and intros. Give founders a growth channel that delivers real metrics.
Run coordinated bounty campaigns across multiple portfolio companies at once.
**Ideal VC profile:**
* 20+ active portfolio companies with live products
* Dedicated growth or platform team
* Web3, SaaS, or infrastructure focus
### A New Service Line
**Who you are:**
* Web3/crypto marketing and growth agencies
* Product-led growth consultancies
* Performance marketing shops
**Why ActionFi makes sense:**
Your clients pay you for growth. Most marketing delivers impressions and clicks. ActionFi lets you deliver **verified product actions** — a genuinely differentiated offering.
Go beyond impressions and clicks. Deliver verified task completions that clients can actually measure.
Offer clients something competitors can't: AI-verified product usage.
**Ideal agency profile:**
* 5-50 active clients
* Clients are dApps, infra, DeFi, NFT, web3 tooling, or SaaS
* Open to offering innovative growth solutions
### Post-Launch Growth Engine
**Who you are:**
* Token and NFT launchpads
* Accelerator and incubator programs
* Ecosystem grant programs
**Why ActionFi makes sense:**
You help projects launch. But what happens after? ActionFi becomes the **default post-launch quest system** — giving your alumni a proven path to real user acquisition.
Bundle ActionFi into your standard launch package. Every project gets a growth channel from day one.
Run launchpad-wide bounty campaigns that spotlight your top projects together.
**Ideal launchpad profile:**
* Already run marketing and community campaigns
* Want to help post-launch projects get real users
* Have ongoing relationships with launched projects
### Ecosystem Mission Hub
**Who you are:**
* Layer 1 and Layer 2 blockchain foundations
* Ecosystem funds with grants to distribute
* Chain-specific developer relations teams
**Why ActionFi makes sense:**
You need to drive adoption across your entire ecosystem of dApps. ActionFi lets you create an **ecosystem mission hub** — a single place where users can earn rewards for engaging with all your ecosystem projects.
One destination for users to discover and engage with all your ecosystem dApps.
Use ActionFi bounties as a mechanism to distribute ecosystem grants based on real usage.
**Ideal ecosystem profile:**
* 50+ dApps in ecosystem
* Ecosystem fund or grants program
* Need to drive adoption across multiple projects
### Drive Usage for Listed Tokens
**Who you are:**
* Centralized exchanges (CEX)
* Decentralized exchanges (DEX)
* Listing and BD teams
**Why ActionFi makes sense:**
You list tokens, but listed projects need real usage to thrive. ActionFi helps you **deliver value post-listing** — driving users to actually use the products behind the tokens you've listed.
Offer ActionFi as a post-listing growth package. Differentiate from other exchanges.
Drive both trading volume AND product usage for listed projects.
**Ideal exchange profile:**
* Active listing pipeline
* Customer success or BD team
* Interest in token holder engagement
### Partner Scout Program
**Who you are:**
* Crypto and AI content creators
* Influencers with 20K-500K+ audience
* Community leaders and thought leaders
**Why ActionFi makes sense:**
You already promote projects to your audience. With ActionFi, you can also **introduce platforms as partners**, bringing your audience quality projects to engage with.
Give your audience real tasks on quality platforms, where they earn rewards for verified actions.
Only introduce platforms you believe in. Your reputation stays intact.
**Ideal KOL profile:**
* 20K+ engaged followers
* Experience promoting quality projects
* Connections to platform founders/teams
***
## What We Provide
**Everything you need to close deals**
* Pitch decks and one-pagers
* Case studies with real results
* White-label materials for your brand
**We help you succeed**
* Account manager for high-volume partners
* Priority onboarding for your clients
* Slack channel for quick questions
* Quarterly strategy reviews
**Amplify your reach**
* Joint announcements for major partnerships
* Featured in Action Model content
* Ecosystem partner spotlight series
* Speaking opportunities at events
**Track everything**
* See all your referred partners in one place
* Monitor their campaign performance
* Export reports for your records
***
## How It Works
Tell us about your organization, your reach, and the types of platforms you work with. We'll evaluate fit and schedule a call.
We discuss your goals, your portfolio/clients, and how ActionFi fits into your offering.
Receive your partner kit: pitch decks, one-pagers, case studies, and your unique partner tracking link.
Connect us with platforms in your network. We handle the sales process, or you can lead with our support.
When your introductions convert, we launch their ActionFi campaigns and keep you updated on performance.
As you bring more platforms, top partners get dedicated resources and co-marketing support.
***
## Success Stories
### Tier-1 Crypto VC
**The Situation:** A top-tier crypto VC with 40+ portfolio companies wanted to provide more concrete growth support beyond standard VC value-add.
**The ActionFi Partnership:**
* Introduced ActionFi to entire portfolio at Demo Day
* 15 companies onboarded in first quarter
* Portfolio-wide bounty campaigns coordinated
**Results:**
* 3 portfolio companies became ActionFi case studies
* VC now includes ActionFi in standard post-investment support
### Web3 Marketing Agency
**The Situation:** A 30-person agency serving DeFi and infrastructure clients wanted to differentiate from competitors selling the same ad placements.
**The ActionFi Partnership:**
* Added "Verified User Acquisition" as new service line
* Bundled ActionFi into launch packages
* Managed client campaigns end-to-end
**Results:**
* 40% higher client retention (measurable results)
* Won 5 new clients specifically because of ActionFi offering
* Agency featured in Action Model case study
### Top-10 Launchpad
**The Situation:** A major launchpad struggled with post-launch support. Projects launched strong but often failed to sustain user growth.
**The ActionFi Partnership:**
* Integrated ActionFi into standard launch package
* Created "Launchpad Ecosystem Missions" hub
* Coordinated bounties across cohorts
**Results:**
* **90% of launched projects** now use ActionFi
* 3x improvement in 30-day user retention for projects
* Launchpad differentiated from competitors
***
## Frequently Asked Questions
Your choice. You can:
1. **Make introductions only** — Connect us with interested platforms, we handle the rest
2. **Lead the sales process** — Use our materials, close deals, we support you
3. **Hybrid approach** — Warm intro, joint calls, collaborative close
Most partners start with introductions and move toward leading sales as they learn the product.
Absolutely. Many of our best partners are also ActionFi clients. You understand the product deeply because you use it yourself.
No minimum. Introduce one platform or one hundred.
We recommend partners who can realistically introduce 5+ platforms per year.
***
## Ready to Partner?
**Start partnering with ActionFi**
Tell us about your organization, your reach, and your goals. We'll get back to you within 48 hours.
**Email:** [partners@actionmodel.com](mailto:partners@actionmodel.com)
**Subject:** Ecosystem Partner Application
**Understand the product first**
See how ActionFi works, what platforms get, and why users love it.
[**Read ActionFi Overview →**](/actionfi/actionfi-overview)
[**See Platform Benefits →**](/actionfi/for-platforms)
[**User Earning Guide →**](/actionfi/Earn-on-ActionFi)
**What to Include in Your Application:**
* Organization name and website
* Your role and contact information
* Number of portfolio companies / clients / audience size
* Types of platforms you work with
* Why you're interested in ActionFi partnership
We review all applications and respond within 48 hours.
***
**ActionFi Ecosystem Partners: Multiply your impact. Build the future of verified user acquisition.**
**Your network. Your growth.**
# ActionFi for Platforms
Source: https://docs.actionmodel.com/actionfi/for-platforms
Turn growth campaigns into verified product usage. ActionFi delivers real users completing real actions on your platform, verified by AI, with zero API integration required.
**Stop Settling for Empty Clicks**: Traditional marketing delivers impressions and signups. ActionFi delivers users who actually **complete meaningful actions** on your platform — every one verified by our browser extension technology. No bots. No fake accounts. Just real product engagement.
## Why Platforms Choose ActionFi
Every bounty is tied to **concrete actions** — campaigns created, deposits made, features configured. All verified by the extension, not self-reported. No more users who bounce after 10 seconds.
You tap into a community **primed to explore new tools**. These aren't airdrop farmers clicking through once and leaving. They're incentivized to learn your product deeply and complete real tasks.
Path data shows how users **actually navigate your product** — where they succeed, where they struggle, where they drop off. Understand your funnel like never before.
The more your platform is trained, the better [Actionist](/actionist/actionist-overview) will automate it. Early ActionFi partners get **first-mover automation advantage**. Your users will eventually run AI agents on your platform.
**Aligned Incentives**: Your marketing spend directly funds user rewards AND [LAM training](/the-large-action-model-lam/training-the-large-action-model). You're not just acquiring users — you're building the AI infrastructure that will power your product's automation future.
***
## How Proof-of-Action Works
Unlike traditional bounty platforms that reward clicks or self-reported completions, ActionFi **verifies that users complete meaningful, in-app actions**.
A user browses the ActionFi dashboard, sees your platform with its multiplier (e.g., 15x), and clicks **"Start Training"** on one of your defined tasks.
The [Action Model browser extension](/the-large-action-model-lam/browser-extension-overview) automatically opens your platform in a new tab and begins monitoring the session.
As the user works, the extension:
* Captures screen state and DOM elements
* Records the sequence of clicks, scrolls, and inputs
* Tracks navigation paths and form submissions
* Monitors for task completion signals
When the user clicks **"Finish"**, our AI analyzes the recorded session:
* Were all required steps completed?
* Was the task done on the correct domain?
* Does the final state match success criteria?
* Was this genuine human interaction?
If verified, the task is marked **Completed** instantly:
* User receives their \$LAM points
* You see the completion in your partner dashboard
* The LAM receives valuable training data
* No manual review required
**Technical Specs**
* **99% verification accuracy** through browser extension tracking
* **Sub-minute verification** for instant reward distribution
* **No API integration required** from your platform
* **Works on any browser-based product** — web apps, dashboards, admin panels
***
## What Tasks Look Like
The best ActionFi tasks map to your **activation funnel** — the steps you want every new user to complete. Here are examples by platform type:
### Protocol Activation Tasks
Design tasks that drive real on-chain engagement:
| Task | Complexity | Typical Reward |
| - | - | - |
| "Connect wallet and complete profile" | Simple | 500-1,000 pts |
| "Make a first deposit into the main pool" | Medium | 2,000-5,000 pts |
| "Stake LP tokens in rewards contract" | Medium | 3,000-7,000 pts |
| "Create a limit order using advanced trading" | Complex | 5,000-10,000 pts |
| "Deploy a smart contract to testnet" | Complex | 8,000-15,000 pts |
| "Bridge tokens from Ethereum to your L2" | Medium | 4,000-8,000 pts |
**DeFi Best Practice**: Structure tasks as a progression from simple (connect wallet) to complex (use advanced features). Users naturally move through your funnel while earning increasing rewards.
### Product Adoption Tasks
Design tasks that showcase your key features:
| Task | Complexity | Typical Reward |
| - | - | - |
| "Create account and complete onboarding" | Simple | 500-1,000 pts |
| "Create a new project/workspace" | Simple | 1,000-2,000 pts |
| "Set up your first data pipeline" | Medium | 3,000-6,000 pts |
| "Configure automated alerts/notifications" | Medium | 4,000-7,000 pts |
| "Create a dashboard with 3+ visualizations" | Complex | 6,000-12,000 pts |
| "Deploy to production environment" | Complex | 10,000-20,000 pts |
**SaaS Best Practice**: Focus tasks on "aha moments" — the actions that correlate with long-term retention. If users who create a dashboard are 3x more likely to convert, make that a high-reward task.
### Platform Proficiency Tasks
Design tasks that demonstrate full platform capability:
| Task | Complexity | Typical Reward |
| - | - | - |
| "Create and verify your ad account" | Simple | 500-1,000 pts |
| "Create a campaign with 2+ ad groups" | Medium | 3,000-6,000 pts |
| "Set up conversion tracking pixel" | Medium | 4,000-8,000 pts |
| "Upload an audience list and apply to campaign" | Medium | 5,000-9,000 pts |
| "Create an A/B test for ad creative" | Complex | 7,000-12,000 pts |
| "Generate and export a performance report" | Complex | 6,000-10,000 pts |
**Ads Platform Best Practice**: Focus on setup tasks that create platform lock-in. Users who set up conversion tracking and audiences are far more likely to continue spending.
### Developer Adoption Tasks
Design tasks that drive meaningful integration:
| Task | Complexity | Typical Reward |
| - | - | - |
| "Create account and generate API key" | Simple | 500-1,000 pts |
| "Complete the quickstart tutorial" | Simple | 1,500-3,000 pts |
| "Make your first successful API call" | Medium | 3,000-6,000 pts |
| "Set up a webhook endpoint" | Medium | 5,000-9,000 pts |
| "Deploy a sample application" | Complex | 8,000-15,000 pts |
| "Configure CI/CD integration" | Complex | 10,000-20,000 pts |
**DevTool Best Practice**: Tasks that involve actual code or configuration have the highest value. Developers who complete a working integration are your best long-term customers.
**Task Design Support**: Our team works with every partner to design tasks that map to your specific activation funnel. We help identify the actions that matter most for your business and structure rewards accordingly.
***
## What Partners Receive
**Maximum Visibility**
* Prominent spot in the bounty marketplace
* Higher multipliers = higher ranking
* Featured in ActionFi newsletters and announcements
* Social media amplification to 100K+ community
**Real-Time Analytics**
* Track completed tasks and unique users
* Monitor mission completion rates
* See user progression through your funnel
* Export data for your own analytics
**Deep Funnel Intelligence**
* Anonymized path data showing user flows
* Drop-off point identification
* Feature usage heatmaps
* Comparison to platform benchmarks
**Amplified Reach**
* Joint launch announcements
* Featured in Action Model content
* Cross-promotion with community
* Case study opportunities
***
## Partner Examples and Task Design
**Current Partner Examples**: Kubernetes (x10), Datadog (x9.99), Splunk (x9.9), Adyen (x9.99), Vercel (x9.99), Circle (x8.5). Enterprise partners like AWS achieve x32 multipliers.
Each task you define includes:
**Task Definition:**
* **Title**: Clear action name (e.g., "Set up an S3 bucket", "Create an IAM user")
* **Description**: What the task accomplishes
* **Reward**: Points users earn (typically 125-400 base points)
**Step-by-Step Guide:**
* Numbered instructions (typically 5-10 steps)
* Specific UI elements to interact with
* Expected outcomes at each step
**Success Criteria:**
* Specific conditions the AI verifies (e.g., "A new VPC entry exists in the dashboard")
* Typically 5-7 criteria per task
* All criteria must be met for verification
Our team works with you to design tasks that map to your activation funnel and success metrics.
***
## Volume Boosts & Campaign Extensions
**Mid-Campaign Boost**: If you increase your reward pool mid-campaign, we:
* Increase your multipliers immediately
* Re-feature you as a "Campaign Extension" in the marketplace
* Send push notifications to active bounty hunters
* Highlight you in the weekly community update
This is a powerful way to accelerate results when you see early traction.
***
## The Long-Term Advantage
**First-Mover Automation Benefit**: Platforms with more training data get [**better Actionist support earlier**](/actionist/actionist-overview). As we build AI agents that can automate any web-based workflow, your platform will be among the first to have reliable, high-accuracy automation.
This means:
* Your users can run Actionist agents on your platform sooner
* Higher automation accuracy from day one
* Competitive advantage over platforms that join later
* Your workflows become part of the [marketplace](/marketplace/marketplace-overview)
***
## Ideal Partner Criteria
We work with platforms that can maximize the ActionFi value exchange:
* **Browser-based product** with dashboard or web app
* **Live product** with functional features to complete
* **Clear activation funnel** we can map tasks to
* **Verifiable actions** the extension can track
* **Minimum 10K Twitter followers** OR
* **Minimum 5K Discord members** OR
* **Established brand** in your vertical
* **Willingness to co-market** and amplify
**Not Sure If You Qualify?** We evaluate every application individually. If you have a compelling product and growth story, reach out — we're happy to discuss fit even if you don't meet every criterion.
***
## Success Stories
### ICP Partnership
**The Challenge:** Internet Computer Protocol needed to drive real usage across their ecosystem of dApps, not just wallet connections.
**The ActionFi Solution:**
* 10+ custom tasks across key ecosystem apps
* 73x multiplier (highest in ActionFi)
* Targeted campaigns for developers and DeFi users
**Results:**
* 15,000+ verified task completions in first month
* 40% of users completed 3+ tasks (deep engagement)
* Significant increase in active developers
* Training data now powers Actionist ICP automations
### Enterprise Dashboard Tool
**The Challenge:** Complex B2B analytics platform struggled with activation — users signed up but rarely created their first dashboard.
**The ActionFi Solution:**
* 8 tasks mapping the full onboarding funnel
* Highest rewards for "aha moment" actions
* 15x multiplier attracting data-focused users
**Results:**
* 8,000+ users completed full onboarding
* 65% improvement in activation rate
* Identified 3 major UX friction points
* Reduced onboarding support tickets by 40%
### API Infrastructure Provider
**The Challenge:** Developer tools company needed more developers to complete their quickstart and make first API calls.
**The ActionFi Solution:**
* 6 progressive tasks from signup to production deploy
* 12x multiplier targeting developer audience
* Integration with existing developer community programs
**Results:**
* 5,000+ developers completed quickstart
* 70% made their first successful API call
* 25% deployed sample applications
* Developer documentation feedback improved product
***
## Frequently Asked Questions
**Zero integration required.** ActionFi works via our browser extension, not your API. Once you're approved and tasks are defined (typically 1-2 weeks), you're live. No engineering resources needed from your team.
Our AI verification catches cheating attempts:
* **Bot detection** identifies non-human interaction patterns
* **Completion verification** confirms actual task completion
* **Duplicate detection** prevents repeat completions
* **Behavioral analysis** flags suspicious patterns
Verified completion rate is 99%+ accurate.
Yes, you can add your native token to the reward pool. This creates additional incentive for users and can help with token distribution goals. We handle the logistics.
Your partner dashboard shows:
* User progression through tasks
* Comparison to industry benchmarks
* Funnel drop-off analysis
We also provide monthly reports with insights and recommendations.
Bounty multipliers adjust based on training coverage. Even after your initial campaign, users continue training on your platform (at lower multipliers), and you retain:
* All training data benefits
* Actionist automation priority
* Dashboard access
* Option to extend or boost anytime
***
## Ready to Get Started?
**Start the conversation**
Tell us about your platform and goals. We'll schedule a call to discuss fit, design tasks, and create a custom proposal.
**Email:** [partners@actionmodel.com](mailto:partners@actionmodel.com)
**Explore the platform**
Browse the ActionFi dashboard to see how bounties work, what tasks look like, and how users engage.
[**View ActionFi Dashboard →**](https://train.actionmodel.com/bounties)
***
## Related Resources
Understand the full ActionFi ecosystem and how all parties connect.
Bring your portfolio or client roster to ActionFi.
See how users complete tasks and earn on your platform.
**What Happens Next?**
Email us with your platform details
We discuss your goals and fit (30 min)
We collaborate on your bounty tasks (1 week)
Go live in ActionFi marketplace
Iterate based on performance data
Most partners are live within 2-3 weeks of first contact.
***
**ActionFi: Real users. Verified actions. Your platform.**
**Turn browsers into believers.**
# Whitelabel Integration Docs
Source: https://docs.actionmodel.com/actionfi/whitelabel-integration-docs
Embed ActionFi training tasks directly into your platform with the Partner SDK. Full customization, user attribution, and real-time events.
**Partner SDK**: Embed ActionFi directly into your platform. Your users complete training tasks without leaving your site, you get attribution for every completion, and the LAM gets valuable training data. Everyone wins.
## What is the Partner SDK?
The ActionModel Partner SDK lets you **embed the ActionFi training widget** directly into your website or application. Instead of sending users to the ActionFi dashboard, they can discover and complete training tasks right inside your platform.
Users stay on your platform while completing ActionFi tasks
Link completions to your user accounts for rewards tracking
Match the widget to your brand with full color customization
**Who is this for?** The Partner SDK is for platforms that have partnered with ActionFi and want to embed training tasks directly into their product. If you're not yet a partner, [apply here](/actionfi/for-platforms).
***
## Quick Start
Get the widget running in under 5 minutes with this minimal setup.
The npm package is private. You need a token from ActionModel to install via npm.
1. Request a token: contact the **partner onboarding team** and ask for an npm deploy token with `read_package_registry` scope for the Partner SDK.
2. Add `.npmrc` (project root) or `~/.npmrc` (global):
```ini theme={null}
# ActionModel Partner SDK (private registry)
@actionmodel:registry=https://gitlab.com/api/v4/projects/76313235/packages/npm/
//gitlab.com/api/v4/projects/76313235/packages/npm/:_authToken=${ACTIONMODEL_NPM_TOKEN}
```
3. Export the token (local dev):
```bash theme={null}
export ACTIONMODEL_NPM_TOKEN="YOUR_TOKEN"
```
**Do not commit tokens.** Prefer env var substitution as shown above.
Create a `div` element where you want the widget to appear. Give it enough height for the task list.
```html theme={null}
```
Load the SDK.
**CDN/UMD (no bundler):**
```html theme={null}
```
**npm (bundlers / React / Vue):**
```bash theme={null}
npm install @actionmodel/partner-sdk
```
Call `ActionModel.init()` with your Partner ID to render the widget.
```html theme={null}
```
**Partner ID**: Your Partner ID is a UUID provided when you sign up as an ActionModel partner. Contact the **partner onboarding team** if you don't have one.
### Complete Quick Start Example
```html theme={null}
ActionModel Training Tasks
```
***
## Installation
### CDN Installation
The simplest way to add the SDK is via our CDN. Add this script tag to your HTML:
```html theme={null}
```
The SDK exposes a global `ActionModel` object on `window` that you can use to initialize widgets.
**Best Practice**: Place the script tag at the end of your `` or use the `defer` attribute to ensure the DOM is ready before initialization.
```html theme={null}
```
### Package Manager Installation
Install via npm (includes TypeScript types and framework wrappers):
```bash theme={null}
npm install @actionmodel/partner-sdk
```
Import and initialize:
```typescript theme={null}
import ActionModel from '@actionmodel/partner-sdk';
const instance = ActionModel.init({
container: '#actionmodel-widget',
partnerId: 'your-partner-uuid',
});
```
This package is private. If install fails, complete Quick Start Step 0 (`.npmrc` + token).
***
## Configuration Options
The `ActionModel.init()` function accepts a configuration object with the following options:
### Required Options
| Option | Type | Description |
| - | - | - |
| `container` | `string \| HTMLElement` | CSS selector (e.g., `'#widget'`) or DOM element reference |
| `partnerId` | `string` | Your Partner Integration UUID |
### Optional Options
| Option | Type | Default | Description |
| - | - | - | - |
| `domain` | `string` | `window.location.hostname` | Domain to load tasks for |
| `bountyId` | `string` | — | Filter tasks to a specific bounty campaign |
| `user` | `ExternalUserData` | — | Identify your user for task attribution |
| `features` | `WidgetFeatures` | — | Feature flags (e.g. `enableQuery`) |
| `theme` | `WidgetTheme` | Dark mode | Theming (`mode`, tokens, radius, font) |
| `onEvent` | `(event) => void` | — | Callback for widget events |
Minimal configuration with just the required options:
```javascript theme={null}
const widget = ActionModel.init({
container: '#actionmodel-widget',
partnerId: 'abc123-def456-...',
});
```
Complete configuration using all available options:
```javascript theme={null}
const widget = ActionModel.init({
container: document.getElementById('widget'),
partnerId: 'abc123-def456-...',
domain: 'mysite.com',
bountyId: 'bounty-uuid-optional',
user: {
externalId: 'user-123',
email: 'user@example.com',
metadata: { plan: 'premium', tier: 'gold' }
},
features: { enableQuery: true },
theme: { mode: 'light' },
onEvent: (event) => {
analytics.track(event.type, event);
}
});
```
By default, the widget shows tasks for your current domain. You can override this:
```javascript theme={null}
// Show tasks for a specific domain
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
domain: 'app.yourplatform.com',
});
```
This is useful if:
* Your widget is on a different subdomain than where tasks are completed
* You want to preview tasks from another domain during development
Filter to show only tasks from a specific bounty campaign:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
bountyId: 'specific-bounty-campaign-uuid',
});
```
Use this when running limited-time campaigns or themed task sets.
***
## TypeScript Interfaces
For TypeScript projects, these are the public types exported by the SDK (authoritative for npm installs):
```typescript theme={null}
export interface WidgetFeatures {
enableQuery?: boolean;
}
export interface ExternalUserData {
externalId: string;
email?: string;
metadata?: Record;
}
export interface WidgetInitOptions {
container: string | HTMLElement;
partnerId: string;
domain?: string;
bountyId?: string;
theme?: WidgetTheme;
onEvent?: (event: PartnerWidgetEvent) => void;
user?: ExternalUserData;
features?: WidgetFeatures;
}
export type PartnerWidgetEvent =
| { type: 'widget_initialized'; partnerId: string; domain: string }
| { type: 'extension_discovered'; partnerId: string; domain: string }
| { type: 'extension_unavailable'; partnerId: string; domain: string }
| { type: 'tasks_loaded'; partnerId: string; domain: string; taskCount: number }
| { type: 'tasks_load_failed'; partnerId: string; domain: string; error: string }
| { type: 'training_started'; partnerId: string; domain: string; taskId: string }
| { type: 'training_finished'; partnerId: string; domain: string; taskId?: string }
| { type: 'training_failed'; partnerId: string; domain: string; taskId: string; error: string; needsUpdate?: boolean }
| { type: 'view_history_clicked'; partnerId: string; domain: string; recordingSessionId: string }
| { type: 'query_submitted'; partnerId: string; domain: string; taskId: string; taskCompletionId: string; queryId?: string }
| { type: 'query_failed'; partnerId: string; domain: string; taskId: string; error: string }
| { type: 'tasks_updating'; partnerId: string; domain: string; reason: 'training_started' | 'training_finished' | 'query_submitted' | 'manual_refresh' }
| { type: 'tasks_updated'; partnerId: string; domain: string; taskCount: number; updatedTasks: string[] }
| { type: 'tasks_update_failed'; partnerId: string; domain: string; error: string; willRetry: boolean }
| { type: 'recording_in_progress'; partnerId: string; domain: string; taskId: string; elapsedSeconds?: number };
export interface ActionModelInstance {
refresh(): void;
destroy(): void;
}
```
**Using with TypeScript**: Copy these interfaces into a `actionmodel.d.ts` file in your project to get full type checking and autocompletion.
***
## User Identification
Link task completions to your users for attribution and analytics. When you identify users, their completions are permanently mapped to your internal user ID.
**Important**: The `externalId` creates a permanent mapping between your user and ActionModel. Use a stable identifier that won't change (e.g., database user ID, not email address).
### User Object Properties
| Property | Type | Required | Description |
| - | - | - | - |
| `externalId` | `string` | Yes | Your internal user ID (must be unique per user) |
| `email` | `string` | No | User's email address |
| `metadata` | `object` | No | Additional user attributes for analytics |
### Basic User Identification
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
user: {
externalId: 'user_12345', // Your database user ID
}
});
```
### Full User Identification
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
user: {
externalId: 'user_12345',
email: 'user@example.com',
metadata: {
plan: 'enterprise',
accountAge: 365,
region: 'US',
referralSource: 'organic'
}
}
});
```
**Metadata Use Cases**: The `metadata` object can contain any JSON-serializable data. Use it to segment users in your analytics, personalize experiences, or track attribution across your systems.
### Dynamic User Identification
If your user logs in after the widget is initialized, destroy and reinitialize:
```javascript theme={null}
// Initial anonymous widget
let widget = ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
});
// After user logs in
function onUserLogin(user) {
widget.destroy();
widget = ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
user: {
externalId: user.id,
email: user.email,
}
});
}
```
***
## Theming
Customize the widget to match your brand. The `theme` option supports `mode`, semantic tokens (`sys`), component tokens (`comp`), border radius, and font family.
### Presets
```typescript theme={null}
import ActionModel, { themePresets } from '@actionmodel/partner-sdk';
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
theme: themePresets.light, // or themePresets.dark
});
```
### Helpers (`createLightTheme`, `createDarkTheme`)
```typescript theme={null}
import ActionModel, { createLightTheme } from '@actionmodel/partner-sdk';
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
theme: createLightTheme({
sys: { accent: '#0066ff', accentHover: '#0052cc' },
}),
});
```
### Common Token Overrides
```typescript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
theme: {
mode: 'light',
sys: {
accent: '#0066ff',
accentHover: '#0052cc',
bg: '#ffffff',
surface1: '#f5f5f5',
surface2: '#ffffff',
border: '#e5e7eb',
fg: '#111827',
fgMuted: '#6b7280',
},
borderRadius: { sm: '6px', md: '10px' },
fontFamily: 'ui-sans-serif, system-ui, -apple-system, Segoe UI, Roboto, sans-serif',
},
});
```
### Component-Level Overrides
```typescript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
theme: {
comp: {
taskRowHoverBg: 'rgba(0, 0, 0, 0.04)',
taskRowSelectedBg: '#e5e7eb',
rewardBadgeBg: '#eef2ff',
},
},
});
```
***
## Events
Subscribe to widget events for analytics, custom behavior, or debugging.
### Event Handler Setup
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
console.log('Widget event:', event.type, event);
// Send to your analytics
analytics.track(event.type, event);
}
});
```
### Event Types Reference
| Event | Description | Notes |
| - | - | - |
| `widget_initialized` | `init()` called and instance created | Emitted immediately |
| `extension_discovered` | Extension discovered and validated | Can re-fire on install/login events |
| `extension_unavailable` | Extension missing or user not authenticated | Prompt install/account creation |
| `tasks_loaded` | Initial tasks page loaded | Includes `taskCount` |
| `tasks_load_failed` | Initial tasks load failed | Includes `error` |
| `training_started` | Training started | Includes `taskId` |
| `training_finished` | Training completed | `taskId` may be missing |
| `training_failed` | Training failed | May include `needsUpdate` |
| `view_history_clicked` | User clicked "view history" | Includes `recordingSessionId` |
| `query_submitted` | User submitted a query for a failed task | Includes `taskCompletionId` and optional `queryId` |
| `query_failed` | Query submission failed | Includes `error` |
| `tasks_updating` | Task list is refreshing | Reason: `training_started` \| `training_finished` \| `query_submitted` \| `manual_refresh` |
| `tasks_updated` | Task list updated | Includes `updatedTasks` task IDs |
| `tasks_update_failed` | Task refresh failed | Includes `willRetry` |
| `recording_in_progress` | Recording in progress | Optional `elapsedSeconds` |
### Event Handling Examples
Send events to your analytics platform:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
// Google Analytics 4
gtag('event', event.type, {
partner_id: event.partnerId,
domain: event.domain,
task_id: event.taskId,
task_count: event.taskCount,
});
// Mixpanel
mixpanel.track(event.type, event);
// Amplitude
amplitude.track(event.type, event);
}
});
```
Show a custom prompt when the extension isn't installed:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
if (event.type === 'extension_unavailable') {
showExtensionInstallModal();
}
}
});
function showExtensionInstallModal() {
// Your custom modal logic
document.getElementById('install-prompt').style.display = 'block';
}
```
Handle errors gracefully:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
switch (event.type) {
case 'tasks_load_failed':
console.error('Failed to load tasks:', event.error);
showErrorMessage('Unable to load training tasks. Please try again.');
break;
case 'training_failed':
console.error('Training failed:', event.error);
showErrorMessage('Unable to start training. Please check your extension.');
break;
}
}
});
```
Track when users engage with tasks:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
if (event.type === 'training_started') {
// User started a task
console.log(`User started task: ${event.taskId}`);
// Track engagement
analytics.track('task_engagement', {
taskId: event.taskId,
action: 'started'
});
}
}
});
```
***
## Configuring Webhooks
**Coming Soon**: Webhook configuration is currently being updated. This section will be expanded with full documentation shortly.
Webhooks allow you to receive real-time notifications on your server when events occur in the ActionModel widget, such as task completions, user registrations, and training sessions.
### What's Coming
Receive POST requests when users complete training tasks, including task ID, user data, and completion metadata.
Get notified when users start training sessions, reach milestones, or achieve rewards.
All webhook payloads will be signed with HMAC-SHA256 for verification.
Failed deliveries will be retried with exponential backoff to ensure reliability.
### Interested in Early Access?
Contact the **partner onboarding team** to discuss webhook integration for your platform.
***
## Instance Methods
The `init()` function returns a widget instance with methods for controlling the widget.
### `refresh()`
Reload tasks from the server. Useful after user actions that might affect available tasks.
```javascript theme={null}
const widget = ActionModel.init({ /* options */ });
// Refresh tasks manually
document.getElementById('refresh-btn').onclick = () => {
widget.refresh();
};
```
### `destroy()`
Remove the widget and clean up all event listeners. Always call this before reinitializing or when the widget is no longer needed.
```javascript theme={null}
const widget = ActionModel.init({ /* options */ });
// Clean up when navigating away
window.addEventListener('beforeunload', () => {
widget.destroy();
});
```
### `ActionModel.destroyAll()`
Static method to destroy all widget instances on the page. Useful in single-page applications.
```javascript theme={null}
// Destroy all widgets
ActionModel.destroyAll();
```
***
## Framework Integration
### React Integration
Use the React wrapper from `@actionmodel/partner-sdk/react`.
```tsx theme={null}
import { ActionModelWidget } from '@actionmodel/partner-sdk/react';
export function TrainingTasks({ partnerId, user }) {
return (
console.log(e.type, e)}
/>
);
}
```
**Usage:**
For imperative control, use the hook:
```tsx theme={null}
import { useActionModel } from '@actionmodel/partner-sdk/react';
const { containerRef, instanceRef, refresh, destroy } = useActionModel({
partnerId: 'your-partner-uuid',
onEvent: (e) => console.log(e),
});
return (
<>
);
```
### Next.js Integration
Use dynamic imports to prevent SSR issues:
```tsx theme={null}
'use client';
import dynamic from 'next/dynamic';
const ActionModelWidget = dynamic(
() => import('@actionmodel/partner-sdk/react').then((m) => m.ActionModelWidget),
{ ssr: false }
);
export default function TrainingPage() {
return ;
}
```
**Usage in pages:**
```jsx theme={null}
// app/training/page.tsx
import ActionModelWidget from '@/components/ActionModelWidget';
export default function TrainingPage() {
return (
Complete Training Tasks
);
}
```
### Vue 3 Integration
Use the Vue 3 wrapper from `@actionmodel/partner-sdk/vue`.
```vue theme={null}
```
For Nuxt 3, wrap in `<ClientOnly>` to avoid SSR issues.
### Angular Integration
Angular should use the vanilla npm API (`@actionmodel/partner-sdk`) or the CDN script tag (UMD). Example using npm:
```typescript theme={null}
import ActionModel, { type ActionModelInstance } from '@actionmodel/partner-sdk';
let instance: ActionModelInstance | null = null;
// after view init
instance = ActionModel.init({
container: document.getElementById('widget')!,
partnerId: 'your-partner-uuid',
onEvent: (e) => console.log(e),
});
// on destroy
instance?.destroy();
```
***
## Requirements
Before integrating the Partner SDK, ensure you have:
**Partner ID Required**
Your `partnerId` must be configured in the ActionModel system. Contact the **partner onboarding team** to get started.
**Domain Must Be Allowed**
Your domain must be whitelisted for your partner integration. This is configured when you sign up as a partner.
**Users Need the Extension**
Users must have the ActionModel browser extension installed to complete training tasks. The widget will show an install prompt if not detected.
**Secure Connection**
The SDK requires HTTPS in production. Development on `localhost` is supported.
### Supported Browsers
The ActionModel browser extension supports:
| Browser | Supported | Notes |
| - | - | - |
| Chrome | ✅ | Full support |
| Edge | ✅ | Chromium-based |
| Brave | ✅ | Chromium-based |
| Arc | ✅ | Chromium-based |
| Opera | ✅ | Chromium-based |
| Mises | ✅ | Chromium-based, also works on mobile |
| Firefox | 🚧 | Coming soon |
| Safari | 🚧 | Coming soon |
***
## Troubleshooting
**Problem:** `npm install @actionmodel/partner-sdk` fails with authentication or not found errors.
**Fix:** Configure `.npmrc` for the private registry and provide a token from ActionModel.
```ini theme={null}
@actionmodel:registry=https://gitlab.com/api/v4/projects/76313235/packages/npm/
//gitlab.com/api/v4/projects/76313235/packages/npm/:_authToken=${ACTIONMODEL_NPM_TOKEN}
```
Then export the token:
```bash theme={null}
export ACTIONMODEL_NPM_TOKEN="YOUR_TOKEN"
```
If you don't have a token, contact the **partner onboarding team**.
**Problem:** The widget displays a message that the extension is not found.
**Solutions:**
1. **Ensure extension is installed**: Users must install the ActionModel browser extension from the Chrome Web Store
2. **Check browser compatibility**: The extension supports Chrome-family browsers (Chrome, Edge, Brave, Arc, Opera, Mises)
3. **Verify extension is enabled**: Check `chrome://extensions` to ensure it's not disabled
4. **Try refreshing**: Sometimes the extension takes a moment to register. Call `widget.refresh()` or reload the page
**Problem:** The widget shows an access denied error.
**Solutions:**
1. **Verify your partnerId**: Ensure the Partner ID is correct and matches what was provided
2. **Check domain whitelisting**: Your domain must be allowed in your partner configuration
3. **Confirm partner status**: Ensure your partner integration is active and enabled
4. **Contact support**: Contact the **partner onboarding team** with your Partner ID and domain
**Problem:** The widget loads but shows no tasks.
**Solutions:**
1. **Verify domain configuration**: Ensure tasks are configured for your domain or the specified `domain` parameter
2. **Check bountyId**: If filtering by bounty, verify the bounty ID is correct
3. **Listen for errors**: Add an `onEvent` handler and check for `tasks_load_failed` events
4. **Network issues**: Check browser console for network errors
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
onEvent: (event) => {
if (event.type === 'tasks_load_failed') {
console.error('Failed to load tasks:', event.error);
}
}
});
```
**Problem:** Server-side rendering errors like "window is not defined".
**Solutions:**
The SDK requires browser APIs and cannot run on the server. Use one of these approaches:
**Next.js:**
```javascript theme={null}
const Widget = dynamic(() => import('./Widget'), { ssr: false });
```
**Nuxt.js:**
```vue theme={null}
```
**General approach:**
```javascript theme={null}
// Only initialize in browser
if (typeof window !== 'undefined') {
// Load and initialize SDK
}
```
**Problem:** The widget container exists but nothing renders.
**Solutions:**
1. **Check container exists**: Ensure the container element exists in the DOM before calling `init()`
2. **Script loaded**: Verify the SDK script has loaded before initialization
3. **Console errors**: Check browser console for JavaScript errors
4. **Container size**: Ensure the container has dimensions (min-height, width)
```javascript theme={null}
// Wait for DOM and script
document.addEventListener('DOMContentLoaded', () => {
const script = document.createElement('script');
script.src = 'https://sdk.actionmodel.com/sdk/latest/actionmodel-sdk.umd.js';
script.onload = () => {
if (document.getElementById('widget')) {
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
});
}
};
document.body.appendChild(script);
});
```
**Problem:** Need more information about what's happening.
**Solution:** Enable debug logging:
```javascript theme={null}
// Enable before initializing
window.__ACTIONMODEL_DEBUG__ = true;
// Then initialize
ActionModel.init({ /* options */ });
```
This will log detailed information to the browser console about:
* SDK initialization
* Extension detection
* API requests and responses
* Event emissions
For a deeper mapping of extension/backend failures to SDK-friendly error codes, see `docs/ERROR_CODES.md` in the SDK repo.
***
## Frequently Asked Questions
Yes, you have several options:
1. **Domain filtering**: Set the `domain` parameter to show tasks for a specific domain
2. **Bounty filtering**: Set the `bountyId` parameter to show only tasks from a specific campaign
3. **Custom task configuration**: Work with our team to define custom tasks for your integration
Contact your partner manager to discuss task customization options.
Use the `user` parameter to identify your users:
```javascript theme={null}
ActionModel.init({
container: '#widget',
partnerId: 'your-partner-uuid',
user: {
externalId: 'your-user-id',
email: 'user@example.com'
}
});
```
Completions are then attributed to this user. You can access completion data through the Partner Dashboard or via webhook integrations.
Yes, you can initialize multiple widgets with different configurations:
```javascript theme={null}
const widget1 = ActionModel.init({
container: '#widget-1',
partnerId: 'your-partner-uuid',
domain: 'domain1.com'
});
const widget2 = ActionModel.init({
container: '#widget-2',
partnerId: 'your-partner-uuid',
domain: 'domain2.com'
});
```
Use `ActionModel.destroyAll()` to clean up all instances at once.
Yes, we provide a sandbox environment for testing integrations. Contact your partner manager to get sandbox credentials and test domains configured.
The widget itself collects minimal data:
* Widget initialization events
* Task interaction events (start, complete, fail)
* User identification data you provide
The browser extension (when users complete tasks) collects path data needed to train the LAM. See our [Privacy Policy](https://actionmodel.com/privacy) for details.
***
## Support
Full ActionModel documentation including API reference and guides
Contact your partner representative for integration support
### Getting Help
* **Documentation**: [docs.actionmodel.com](https://docs.actionmodel.com)
* **Partner Support**: Partner onboarding team
* **Technical Issues**: Include your Partner ID, domain, and browser console logs when reporting issues
***
## Related Resources
Learn about ActionFi, the bounty layer of Action Model
Become an ActionFi partner and get verified users
Learn about the training browser extension
***
**Ready to integrate?** Contact the **partner onboarding team** to get your Partner ID and start embedding the widget into your platform.
# Actionist Browser Extension
Source: https://docs.actionmodel.com/actionist/actionist-browser-extension
Control web automation directly from your browser. Execute workflows, monitor agents, and manage automation without leaving your browsing experience.
**Coming Soon**: The Actionist Browser Extension is currently in development and will be available in Q1 2025. This powerful tool will bring the full automation capabilities of Actionist directly into your browser.
## The Future of Browser Automation
The Actionist Browser Extension transforms your browser into a **command center for web automation**. Unlike the Action Model training extension that collects data, this extension **executes automations** directly within your browser environment.
## Core Capabilities
Trigger any workflow directly from your browser toolbar without opening the desktop app
Extension understands the current page and suggests relevant automations
See what your agents are doing in real-time through a browser sidebar
Record new workflows directly from your browser without switching apps
## Key Features
### 1. Smart Toolbar Integration
**Execute workflows instantly from any webpage:**
* Click the Actionist icon in your toolbar
* See workflows relevant to the current site
* Launch with pre-filled context from the page
* No need to open desktop app
**Example**: On LinkedIn, instantly see and run:
* "Extract profile information"
* "Send connection request"
* "Download all posts"
**AI-powered workflow recommendations:**
* Analyzes current page content
* Suggests relevant automations
* Learns from your usage patterns
* Adapts to your workflow preferences
**Smart Detection**:
* On Gmail → Suggests email automation
* On e-commerce → Offers price tracking
* On social media → Recommends engagement workflows
**Frequently used workflows at your fingertips:**
* Pin favorite workflows to quick menu
* Keyboard shortcuts for instant access
* Recently used workflows
* Custom workflow groups
### 2. Browser-Native Recording
Click the record button in the extension toolbar
Navigate and interact with websites normally while the extension captures your actions
Mark variables, rules, and confirmation points using the floating control panel
Workflow automatically syncs to your Actionist desktop app and cloud
### 3. Live Monitoring Sidebar
**Real-time agent dashboard in your browser:**
* See all active agents
* Current workflow execution
* Progress indicators
* Error alerts
* Quick pause/resume controls
**Watch agents work without leaving your browser:**
* Picture-in-picture view of agent screens
* Live action logs
* Variable states
* Performance metrics
**Stay informed while browsing:**
* Desktop notifications for completions
* Error alerts requiring attention
* Human confirmation requests
* Success confirmations
## Use Case Scenarios
### Research & Data Collection
**Scenario**: Monitoring competitor websites
**How it works**:
1. Navigate to competitor site
2. Click Actionist extension
3. Select "Extract pricing data" workflow
4. Extension automatically captures all relevant data
5. Exports to your preferred format
**Time saved**: 2-3 hours per competitor analysis
### Sales & Outreach
**Scenario**: Building targeted prospect lists
**How it works**:
1. Search for prospects on LinkedIn
2. Extension suggests "Extract and enrich profiles"
3. One click extracts all visible profiles
4. Automatically finds email addresses
5. Adds to CRM with enriched data
**Results**: 100+ qualified leads in 10 minutes
### E-commerce Management
**Scenario**: Listing products across marketplaces
**How it works**:
1. Open your product in one marketplace
2. Extension detects product details
3. Select "Cross-list product" workflow
4. Automatically lists on Amazon, eBay, Etsy
5. Maintains inventory sync
**Efficiency**: List on 10 platforms in 5 minutes
## Technical Architecture
### How It Works with Actionist Ecosystem
**Seamless Integration**: The browser extension is not standalone—it's a lightweight controller that communicates with your Actionist desktop app or Cloud VPC agents to execute workflows.
Browser extension acts as a remote control for your agents
Encrypted WebSocket connection to desktop app or cloud
Current page data automatically passed to workflows
Heavy lifting done by desktop/cloud agents, not browser
### Browser Compatibility
**Full Support**
* Chrome 90+
* Chromium-based browsers
* Chrome Web Store distribution
* Enterprise policy support
**Full Support**
* Edge 90+
* Microsoft Store distribution
* Azure AD integration
* Enterprise features
**Coming Q2 2025**
* Firefox 95+
* Mozilla Add-ons distribution
* Container tabs support
**Coming Q3 2025**
* Safari 15+
* Mac App Store distribution
* iCloud sync support
## Interface Design
### Extension Popup
**Design Principles:**
* Minimal, non-intrusive interface
* Dark/light mode matching browser
* Keyboard-first navigation
* Accessibility compliant
* Responsive to browser size
### Control Elements
* Status indicator (active/idle)
* Badge for notifications
* Single click access
* 400x600px default
* Resizable interface
* Tabbed navigation
* Optional sidebar mode
* Full monitoring interface
* Dockable/floating
## Security & Permissions
### Required Permissions
**Transparency First**: We only request permissions absolutely necessary for automation. Each permission has a clear purpose and can be reviewed before installation.
**Purpose**: Read current page context **Usage**: Extract data for workflows **Privacy**: Only accesses tab you're actively using
**Purpose**: Save preferences and shortcuts **Usage**: Workflow favorites, settings **Privacy**: All data stored locally
**Purpose**: Trigger workflows on page changes **Usage**: Context-aware suggestions **Privacy**: No browsing history stored
**Purpose**: Alert on completions/errors **Usage**: Optional status updates **Privacy**: Can be disabled anytime
### Security Features
* **End-to-end encryption** for all communications
* **No data collection** beyond workflow execution
* **Local processing** where possible
* **Open source** (coming Q2 2025)
* **Regular security audits**
## Performance Impact
### Resource Usage
| Metric | Idle | Active | Recording |
| - | - | - | - |
| **Memory** | \~50MB | \~100MB | \~150MB |
| **CPU** | \<1% | 2-5% | 5-10% |
| **Network** | Minimal | Variable | Moderate |
| **Battery Impact** | Negligible | Low | Moderate |
## Development Roadmap
* Chrome/Edge release
* Core workflow execution
* Basic monitoring features
* Firefox support
* Advanced recording features
* Open source release
* Safari support
* Team collaboration
* Advanced AI suggestions
* Enterprise deployment tools
* Advanced security features
* Custom workflow libraries
## Early Access Program
**Join the Beta**: Be among the first to experience browser-native automation. Beta testers receive lifetime premium features and exclusive \$LAM token rewards.
* Early access to all features
* Direct feedback channel to dev team
* 2x \$LAM rewards for bug reports
* Lifetime premium subscription
* Exclusive beta tester badge
* Active Actionist desktop user
* Chrome or Edge browser
* Willingness to provide feedback
* Basic technical knowledge
* 5+ hours weekly usage commitment
## ❓ Frequently Asked Questions
The Action Model extension **collects data** to train the LAM. The Actionist extension **executes automations**. Think of it as training vs. doing.
Yes, initially. The browser extension acts as a controller for your desktop app or Cloud VPC agents. Standalone browser automation is planned for 2026.
No. The extension is lightweight and only active when you engage with it. All heavy processing happens in your desktop app or cloud.
Yes. Your credentials are securely stored in the Actionist app's encrypted memory and never exposed to the extension.
Yes, as long as the desktop app can access them. The extension simply provides browser-based control.
## Get Ready for Browser Automation
**The Future is Browser-Native**: As web applications become more sophisticated, browser-based automation becomes essential. The Actionist Browser Extension ensures you're never more than one click away from automation power.
Be notified when beta launches
Explore Actionist ecosystem
Train the LAM for early access
***
**Actionist Browser Extension: Automation at the speed of thought.**
**Coming Q1 2025. The revolution fits in your toolbar.**
# Actionist Overview
Source: https://docs.actionmodel.com/actionist/actionist-overview
The revolutionary desktop application that transforms your computer into an autonomous workforce. Control **mouse, keyboard, and screen** to automate any task - no coding required.
## Your AI Employee That Never Sleeps
There are **1 billion people** working behind computers worldwide, all using the same three tools: eyes to see the screen, hands to move the mouse, and fingers to type on keyboards.
Actionist is Action Model's flagship desktop application that does exactly what humans do - it sees your screen, controls your mouse, and types on your keyboard.
If a human can do it on a computer, **Actionist can automate it**.
#### Watch the Actionist Videos and Demos
#### More demos and use-cases
Create and publish AI content across all platforms
Screen CVs, schedule interviews, generate contracts
Import leads and run personalized email campaigns
**🎬 Want to see more?** Check out our [complete collection of demos and examples](/actionist/app-demos-and-examples) with detailed video walkthroughs showing Actionist automating real-world tasks across different industries.
## Core Features
Actionist transforms your computer into an intelligent workforce through **Agents** that execute **Workflows** on **Schedules**, backed by persistent **Memory** and complete **History** tracking, with **Tool Integration** for any task, all manageable locally or via **Cloud VPC** for 24/7 operations.
Create specialized AI employees for different departments, Marketing, Sales, HR, Operations
Build or import automated tasks that agents execute with human-like precision
Schedule automations to run at specific times, just like managing employee shifts
Persistent knowledge base that remembers your preferences and platform relationships
Complete audit trail of every action taken, with video playback capability
Allow agents to connect to tools, functions and scripts for enhanced capabilities
## Deep Dive Into Core Features
### Agents: Your 24/7 Digital Employees
**Not a tool. A team member.** Give your agent its own accounts (Gmail, HubSpot, Slack, whatever you use). It logs in and works just like any human employee, with full platform access to any service with a screen.
**Transform departments with specialized AI workers**
Agents are the heart of Actionist, each one a digital employee with a specific role, personality, and expertise. Just like hiring for your team, you can create:
* **Marketing Agents**: Content creation, social media management, campaign execution
* **Sales Agents**: Lead qualification, CRM updates, follow-up sequences
* **HR Agents**: Resume screening, interview scheduling, onboarding
* **Operations Agents**: Data processing, report generation, system monitoring
Each agent can be customized with specific knowledge about your business, preferred communication style, and decision-making authority. They remember past interactions, learn from experience, and improve over time.
Learn how to create, customize, and deploy your digital workforce
### Workflows and Marketplace
**Build once, run forever**
Workflows are the specific tasks your agents execute. Think of them as detailed instructions that can be:
* **Recorded**: Simply perform the task once while Actionist watches
* **Imported**: Use pre-built workflows from the marketplace
* **Customized**: Modify existing workflows for your specific needs
* **Chained**: Connect multiple workflows for complex processes
Examples include posting to social media, processing invoices, updating spreadsheets, sending emails, or any repetitive task you currently do manually. The LAM ensures these workflows adapt when websites change, so they never break.
Learn to create and customize workflows from scratch
Import 10,000+ pre-built workflows instantly
### Calendar: Smart Scheduling System
**Your AI workforce runs on schedule**
Just like human employees, your agents work on schedules you define:
* **Recurring Tasks**: Daily reports, weekly summaries, monthly audits
* **Time-Based Triggers**: Market open, business hours, deadline reminders
* **Coordinated Workflows**: Multiple agents working in sequence
* **Timezone Management**: Global operations across time zones
* **Resource Optimization**: Prevent overlap and manage workload
The calendar system ensures your automations run exactly when needed, whether that's every morning at 9 AM or every time a specific event occurs.
Master scheduling, triggers, and coordinated workflows
### Memory and Context
**Your agents never forget - and they learn from everything**
Memory and Context work together to make your agents truly intelligent:
**Persistent Memory:**
* **User Preferences**: Remember how you like things done
* **Platform Config**: Remember how you use your apps and platforms
* **Business Knowledge**: Custom information about your processes
* **Relationship Mapping**: Track connections between apps, platforms and data
**Intelligent Context from History:**
* **Cross-Platform Memory**: All platforms and executions connected
* **Automatic Context**: Relevant history injected into new tasks
* **Relationship Tracking**: Links people, platforms, and conversations across time
* **Smart Continuity**: Never duplicates outreach or loses context
**Example in Action:**
* January: Agent messages John Smith on LinkedIn
* March: Agent starts email campaign
* Result: Automatically knows John was already contacted, references prior conversation
This combination of persistent memory and historical context means agents get smarter over time, understanding your business and relationships better with each interaction.
Discover how agents learn, remember, and improve over time
### History: Audit Log
**Complete visibility and control over every automation**
Track, review, and audit everything your agents do:
* **Video Playback**: Watch full screen recordings of any execution
* **Action Logs**: Every click, type, and decision documented with timestamps
* **Error Tracking**: Identify exactly when and why automations fail
* **Performance Analytics**: Measure execution times and optimize workflows
* **Execution History**: Browse all past runs with filters and search
**Pro Tip**: Use History's video playback to debug workflows, train new team members, or demonstrate compliance to auditors. Every action is recorded and can be reviewed at any time.
Access video playback, action logs, and performance analytics
### 🔧 Tool Usage: Extend Your Capabilities
**Connect to anything, automate everything**
Extend Actionist's power with external tools:
* **API Integrations**: Connect to any service with an API
* **Custom Scripts**: Run Python, JavaScript, or bash scripts
* **Database Connections**: Read and write to your databases
* **File Operations**: Process documents, spreadsheets, and media
* **Webhook Triggers**: Respond to external events instantly
Tool usage transforms Actionist from a GUI automation tool into a complete automation platform that bridges visual interfaces with programmatic capabilities.
Connect APIs, scripts, databases, and custom functions
## How Actionist Works
### The Action Loop: Brain of Your Digital Employee
At the core of Actionist is the **Action Loop**, a continuous cycle of observation, decision, and action that mirrors human computer interaction. By looking at the screen, it can understand the context of what is happening, using the LAM (Large Action Model) to decide what Action to take next.
### How the Action Loop Works
The LAM captures the current screen state, understanding what's visible just like a human would
Using the Action Tree's millions of mapped journeys, it determines the optimal next action
Executes the precise GUI action, clicking, typing, scrolling, or navigating
Confirms the action's result and determines if the goal is achieved or more steps are needed
This Action Loop happens on repeat, taking one Action at a time, until either:
* The AI determines that the goal has been reached
* The time allotment has been reached (see [Agent Calendar](/actionist/agent-calendar-schedules))
* The workflow initiates a different workflow
### LAM API (Large Action Model)
The Actionist app uses the LAM API to utilize the Large Action Model and launch the Action Loop:
* Each of these Actions consumes the \$LAM token as fuel, which is the central utility of the ecosystem
* The \$LAM consumed during the Action Loop goes through a distribution and burning mechanism
* Read more here: [Token Utility](/tokenomics/token-utility)
### Cloud VPC: Your 24/7 Employees
**🚀 Supercharge with Cloud VPC**: While Actionist Desktop takes control of your computer, Cloud VPC gives each agent its own virtual machine in the cloud, enabling true 24/7 automation at scale.
**Your Local Machine**
* ✅ Free to start
* ✅ Full control & privacy
* ❌ Can't use computer during automation
* ❌ Limited to one agent at a time
* ❌ Stops when you close laptop
Best for: Personal use, testing, single workflows
**Dedicated Cloud Instances**
* ✅ Computer stays free for your use
* ✅ Run unlimited agents in parallel
* ✅ 24/7 operation without interruption
* ✅ Enterprise-grade reliability
* 💰 Pay per cloud instance
Best for: Businesses, continuous operations, teams
**Quick Example**: A marketing agency runs 15 Cloud VPC agents simultaneously, each managing different client social media accounts 24/7, while their team uses their computers normally for creative work.
Start with Desktop for testing, upgrade to Cloud when ready to scale
Each Cloud VPC agent gets a dedicated Mac or Windows instance and their own Calendar, working 24/7 for you
Need more capacity? Deploy additional Actionist Employees, each with its own accounts, schedules, and specializations. Scale from one agent to hundreds.
**Discover Cloud VPC Features**
Explore pricing, deployment options, management tools, and enterprise features for running your AI workforce in the cloud.
## Revolutionary Capabilities
### What Sets Actionist Apart
**Works with ANY website or application**
No APIs needed. No integrations required. If it has a GUI that humans can use, Actionist can automate it. This includes:
* Websites without APIs (99.9% of the internet)
* Desktop applications
* Legacy enterprise software
* Proprietary business tools
The LAM doesn't care about backend changes or missing documentation, it interacts with interfaces exactly as you would.
**Community-powered resilience**
When a website updates its interface:
* Traditional RPA tools break immediately
* Actionist adapts through the Action Tree
* Millions of users naturally retrain affected paths
* Your automations continue working seamlessly
This isn't just automation, it's **living automation** that evolves with the internet.
**Built for humans, not developers**
* Record your screen to create workflows
* Use natural language to describe tasks
* Import pre-built automations from the marketplace
* Let AI learn from observing your work patterns
If you can use a computer, you can use Actionist. Period.
## The Marketplace: Your Automation Superstore
### Instant Access to Thousands of Workflows
**The Game-Changing Difference**: Every workflow you use in Actionist can come from the community marketplace. And every workflow you create can earn you passive income forever.
Actionist isn't just a tool, it's connected to the **world's first community-owned automation marketplace**. This means:
**Deploy Instantly**
* Browse 10,000+ pre-built workflows
* One-click install to your Actionist
* No coding or configuration needed
* Workflows for every major platform
* Community-tested and improved
**Earn Forever**
* Record your workflow once
* Publish to the marketplace
* Earn \$LAM every time it's used
* Top creators earning \$47k+/month
* Your automation becomes passive income
### The Creator Economy Flywheel
Use Actionist to record any repetitive task you do
One-click publish your workflow for others to use
Every execution earns you \$LAM tokens automatically
Create more workflows, build agent bundles, become a top creator
**The Opportunity Window**: Early creators benefit from [Creator Epochs](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) that lock in higher revenue percentages forever. The earlier you publish, the more you earn per execution—permanently.
Explore thousands of ready-to-use automations
Learn how to build your automation business
Discover high-reward ActionFi opportunities
## Real-World Impact
### Individual Users
Automate repetitive tasks and reclaim 10-20 hours per week for creative, strategic work
Create and sell workflows in the marketplace, earning passive income from your automations
### Businesses
Replace repetitive human labor with AI agents at a fraction of the cost
Deploy digital employees that work around the clock without breaks, vacations, or HR issues
## System Requirements & Availability
### Current Status
**Beta Access**: Actionist is currently in private beta. Contact the administration team for early access or join the waitlist through the Action Model dashboard.
### Platform Support
| Platform | Status | Requirements |
| - | - | - |
| **macOS** | ✅ Available | macOS 10.15 or later |
| **Windows** | ✅ Available | Windows 10 or later |
| **Linux** | 🚧 Coming Soon | Ubuntu 20.04 or equivalent |
### System Settings & Permissions
After logging in, users will be prompted to provide access to certain permissions:
* **Screen Recording**: To observe and understand interface states
* **Accessibility**: To control mouse and keyboard actions
* **Network Access**: To communicate with the LAM API
**Permission Setup**: The app will guide you through granting these permissions during initial setup. All permissions are essential for Actionist to function properly.
**Privacy First**: All screen analysis happens locally. Personal data is obfuscated before any information leaves your machine. You maintain full control over what Actionist can access.
## Getting Started
Join the private beta through the [Action Model Dashboard](https://train.actionmodel.com) or contact the team directly
Download and install the desktop application for your operating system
Allow necessary system permissions for screen recording and accessibility
Define an agent role (Marketing, Sales, HR) and personality
Click record and perform a task, Actionist will learn and replicate it
Set your workflow to run on a schedule or trigger it manually
## The Bigger Picture
### You're Not Just Automating, You're Revolutionizing
Actionist isn't just a tool; it's a weapon in the uprising against Big Tech's monopolization of AI automation. Every workflow you create, every task you automate, every token you earn is a step toward a future where:
* **AI automation benefits everyone**, not just tech giants
* **Workers own the tools** that automate their jobs
* **Value flows to contributors**, not corporate shareholders
* **The community controls** the technology's direction
**Join the Revolution**: By using Actionist, you're not just improving your productivity, you're helping build the world's first community-owned automation platform. You're part of the resistance.
## Next Steps
Watch real-world demos of Actionist automating complex tasks
Learn how to create powerful automations for any task
Understand why community ownership matters
***
**Actionist: Where AI stops talking and starts working.**
**Your computer. Your agent. Your ownership.**
**The revolution is automated.**
# Agent Calendar & Schedules
Source: https://docs.actionmodel.com/actionist/agent-calendar-schedules
Manage your AI workforce like real employees. Schedule automations, coordinate multiple agents, and run workflows 24/7 with intelligent calendar management.
## Your Agents Have Calendars, Just Like Your Staff
In the traditional workplace, employees have calendars, schedules, and shifts. Your AI agents are no different—except they work **24/7 without breaks**, never call in sick, and execute with perfect consistency.
The Agent Calendar system transforms chaotic automation into **organized, predictable, scalable operations**.
**The Paradigm Shift**: Stop thinking of automations as one-off scripts. Start thinking of them as scheduled work performed by digital employees who need proper time management.
Need something urgent? Jump in and redirect your agent to new priorities at any moment. It will reorganize its calendar automatically.
Every completed task is recorded as a reviewable video. Click any past session in your calendar to watch exactly what your agent did, step by step.
## Calendar Overview
## Core Scheduling Concepts
Schedule workflows to run once at a specific date and time
Set up daily, weekly, or monthly recurring schedules
Run workflows continuously for specified durations
Launch workflows based on events or conditions
Orchestrate multiple agents working in sequence
AI-optimized scheduling based on workload patterns
## Calendar Views
### Visual Schedule Management
**See the Big Picture**
The monthly calendar displays all scheduled workflows as color-coded blocks:
* **Blue**: Regular automated tasks
* **Green**: Successfully completed
* **Yellow**: Currently running
* **Red**: Failed or requires attention
* **Purple**: High-priority workflows
**Features:**
* Drag-and-drop rescheduling
* Click to view workflow details
* Bulk selection for mass updates
* Export to standard calendar formats
**Detailed Weekly Planning**
Perfect for managing intensive automation periods:
* Hour-by-hour workflow visibility
* Resource allocation overview
* Conflict detection and resolution
* Time zone management
* Weekend automation planning
**Optimization Tools:**
* Load balancing suggestions
* Peak time identification
* Resource utilization metrics
**Granular Daily Control**
Minute-by-minute execution tracking:
* Real-time status updates
* Execution timeline
* Performance metrics
* Error logs and debugging
* Manual intervention points
**Live Features:**
* Stream agent screens
* Pause/resume controls
* Priority adjustments
* Quick rescheduling
**Data-Driven Management**
Comprehensive schedule table with:
* Workflow name and description
* Next run time
* Frequency/recurrence pattern
* Success rate
* Average duration
* Resource consumption
* Quick action buttons
**Filtering & Sorting:**
* By agent
* By status
* By department
* By priority
* By success rate
## Creating Schedules
### Schedule Configuration Interface
Choose what to schedule:
* **Individual Workflow**: Single task automation
* **Workflow Chain**: Multi-step process
* **Agent Shift**: Entire agent working period
* **Department Batch**: Multiple agents coordinated
Set when it should run:
* Specific date and time
* Time zone selection
* Execution window tolerance
* Deadline constraints
* Daily/Weekly/Monthly
* Custom intervals (every X hours/days)
* Business days only option
* Holiday calendar integration
Specify execution parameters:
* **Estimated Duration**: How long the workflow typically takes
* **Maximum Runtime**: Force stop after X minutes/hours
* **Continuation Rules**: What happens if not completed
* **Resource Allocation**: CPU/Memory limits
Pass dynamic data to workflows:
```json theme={null}
{
"date_range": "last_7_days",
"target_metrics": ["sales", "leads", "conversions"],
"output_format": "pdf",
"recipients": ["team@company.com"],
"priority": "high"
}
```
Activate your schedule:
* Review configuration
* Check for conflicts
* Enable/disable toggle
* Immediate or scheduled start
* Notification preferences
## Advanced Scheduling Features
### Intelligent Automation Orchestration
**Chain Workflows with Dependencies**
Create complex automation sequences where workflows depend on others:
* **Sequential Execution**: Workflow B starts only after A completes
* **Parallel Processing**: Multiple workflows run simultaneously
* **Conditional Branching**: Different paths based on outcomes
* **Error Cascading**: Downstream handling of upstream failures
**Example Chain:**
1. Daily Data Collection (6 AM)
2. → Data Processing (After #1 completes)
3. → Report Generation (After #2 completes)
4. → Email Distribution (After #3 completes)
**Smart Resource Allocation**
The scheduler intelligently manages system resources:
* **Load Balancing**: Distributes workflows across available agents
* **Peak Avoidance**: Schedules heavy tasks during off-peak hours
* **Priority Queuing**: High-priority tasks get resources first
* **Elastic Scaling**: Spins up cloud agents during busy periods
**Optimization Metrics:**
* CPU utilization targets
* Memory allocation limits
* Network bandwidth management
* Cost optimization rules
**Automatic Conflict Detection**
Prevents scheduling issues before they happen:
* **Overlap Detection**: Warns when workflows conflict
* **Resource Conflicts**: Identifies resource bottlenecks
* **Data Lock Issues**: Prevents simultaneous file access
* **API Rate Limits**: Manages third-party service limits
**Resolution Strategies:**
* Automatic rescheduling
* Priority-based resolution
* Manual override options
* Conflict notifications
**Global Schedule Coordination**
Manage automations across time zones:
* **Multi-timezone Support**: Schedule in any timezone
* **DST Handling**: Automatic daylight saving adjustments
* **Global Team Coordination**: Sync with international offices
* **Follow-the-sun Operations**: 24/7 coverage across regions
**Smart Features:**
* Local business hours detection
* Holiday calendar integration
* Regional compliance windows
* Cross-timezone reporting
## Schedule Analytics
### Performance Metrics Dashboard
**Data-Driven Optimization**: Track every aspect of your scheduled automations to identify bottlenecks, optimize timing, and maximize efficiency.
**Track Performance Over Time**
| Metric | Description | Target |
| - | - | - |
| **Success Rate** | Percentage of successful completions | >95% |
| **Average Duration** | Mean execution time | Baseline -10% |
| **On-Time Rate** | Schedules starting within window | >99% |
| **Error Frequency** | Failures per 100 executions | \<2 |
| **Resource Efficiency** | CPU/Memory utilization | 60-80% |
**AI-Powered Recommendations**
The system analyzes patterns and suggests:
* **Optimal Execution Times**: When workflows run fastest
* **Resource Allocation**: Better agent distribution
* **Failure Patterns**: Common failure causes and fixes
* **Bottleneck Identification**: Workflow steps that slow execution
* **Cost Optimization**: Cheaper execution windows
**Learn from Past Performance**
* **Trend Analysis**: Performance over weeks/months
* **Seasonal Patterns**: Busy periods and slow times
* **Failure Correlation**: What causes failures
* **Duration Variations**: Why some runs take longer
* **Success Factors**: What makes workflows succeed
## Execution History
### Complete Audit Trail
Every scheduled execution is meticulously logged:
* Start/end timestamps
* Duration
* Status (success/failure/partial)
* Error messages
* Resource consumption
* Variables used
* Screen recording of execution
* Step-by-step action log
* Decision points
* Error screenshots
* Performance timeline
### History Interface Features
* **Search & Filter**: Find specific executions quickly
* **Bulk Operations**: Retry, cancel, or reschedule multiple items
* **Export Options**: CSV, JSON, or PDF reports
* **Comparison Tools**: Compare different execution runs
* **Debugging Mode**: Step through failed executions
## Real-World Scheduling Scenarios
### Example 1: E-Commerce Operations
**Daily Automation Calendar:**
```
6:00 AM - Inventory sync across all platforms
7:00 AM - Competitor price monitoring
8:00 AM - Update pricing based on competition
9:00 AM - Process overnight orders
10:00 AM - Customer service email responses
12:00 PM - Social media content posting
2:00 PM - Inventory reorder check
4:00 PM - Sales report generation
6:00 PM - Next-day promotion setup
11:00 PM - Daily backup and cleanup
```
* **Time Saved**: 8 hours daily
* **Error Reduction**: 95% fewer mistakes
* **Response Time**: Customer queries answered in minutes
* **Revenue Impact**: 15% increase from optimized pricing
### Example 2: Marketing Agency
**Client Campaign Automation:**
**Weekly:**
* Monday 9 AM: Collect analytics from all platforms
* Tuesday 10 AM: Generate client reports
* Wednesday 2 PM: Social media scheduling
* Thursday 11 AM: Email campaign deployment
* Friday 3 PM: Weekly performance summary
**Daily:**
* 8 AM & 4 PM: Social media engagement
* 12 PM: Content calendar updates
* 5 PM: Lead capture and CRM updates
* **Clients Managed**: 50+ with 3 employees
* **Consistency**: Never miss a posting schedule
* **Scalability**: Add clients without adding staff
* **Client Satisfaction**: 98% retention rate
## Schedule Management Best Practices
Begin with basic daily/weekly schedules before complex orchestrations:
1. Single workflow, daily execution
2. Add time-based conditions
3. Introduce dependencies
4. Scale to multiple agents
5. Implement full orchestration
Always include buffer time:
* 5-10 minutes between dependent workflows
* 15-30 minutes for resource-intensive tasks
* Account for API rate limits
* Consider peak usage times
* Plan for failure recovery
Continuously improve your schedules:
* Review weekly performance metrics
* Adjust timing based on success rates
* Optimize resource allocation
* Update duration estimates
* Refine dependency chains
Maintain clear documentation:
* Purpose of each scheduled workflow
* Dependencies and relationships
* Expected outcomes
* Troubleshooting guides
* Contact persons for issues
## Notifications & Alerts
### Stay Informed About Your Automations
* Completion confirmations
* Performance summaries
* Record-breaking executions
* Milestone achievements
* Immediate error notifications
* Failure reasons
* Suggested fixes
* Escalation to team members
* Upcoming schedule changes
* Maintenance windows
* Resource availability
* Schedule conflicts
* Weekly performance reports
* Optimization suggestions
* Cost saving opportunities
* Efficiency improvements
## The Future of Work Scheduling
**Revolutionary Reality**: While human employees work 40 hours a week, your AI agents work 168 hours. The Agent Calendar system ensures every one of those hours is optimized, productive, and profitable.
### Coming Soon
* **AI Schedule Optimization**: ML-powered scheduling that learns and improves
* **Cross-Platform Sync**: Integrate with Google Calendar, Outlook, etc.
* **Mobile Management**: Manage schedules from your phone
* **Voice Commands**: "Hey Actionist, reschedule the report to 3 PM"
* **Predictive Scheduling**: AI suggests optimal schedules before you ask
## Get Started with Scheduling
Open the Agent Calendar from your Actionist dashboard
Start with a simple daily workflow
Watch your first automated execution
Adjust based on performance metrics
Add more workflows and agents as needed
See scheduling in action
Learn workflow optimization
Join the community
***
**Agent Calendar & Schedules: Where time becomes automated, schedules become scalable, and your digital workforce never sleeps.**
**24/7 productivity. Zero overtime. Infinite scale.**
# Agent History
Source: https://docs.actionmodel.com/actionist/agent-history
Complete audit trails of every action your AI workforce takes. Watch replays, debug workflows, analyze performance, and maintain compliance with comprehensive execution history.
## Every Action, Recorded. Every Decision, Transparent.
Agent History transforms your AI workforce from a black box into a **glass box operation**. Every click, every decision, every data point is captured, searchable, and replayable—giving you unprecedented visibility into your automation empire.
**The Trust Factor**: Unlike traditional automation that runs invisibly, Agent History provides complete transparency and accountability for every automated action, building trust with stakeholders and ensuring compliance.
## Visual History Overview
## Core History Features
Watch exactly what your agent did with full video replay
Detailed timestamped log of every action and decision
Execution times, success rates, and optimization insights
Identify exactly where and why workflows failed
Maintain complete audit trails for regulatory requirements
Rewind to any point in execution history
## History Dashboard Interface
### Real-Time Monitoring & Historical Analysis
**Watch Your Agents in Real-Time**
The live view shows currently executing workflows with:
* Real-time screen streaming
* Live action feed
* Current variable states
* Performance metrics
* Resource utilization
* Active decision points
**Features:**
* Pause/resume execution
* Manual intervention capability
* Live debugging tools
* Performance profiling
* Alert notifications
**Interactive Execution Timeline**
Visual timeline showing:
* Start and end points
* Action sequences
* Decision branches taken
* Wait times and delays
* Error occurrences
* Human confirmations
**Navigation:**
* Click any point to jump to that moment
* Zoom in/out for detail levels
* Filter by action types
* Search specific events
* Export timeline data
**Multi-Agent Monitoring**
Monitor multiple agents simultaneously:
* 2x2, 3x3, or 4x4 grid layouts
* Synchronized playback
* Compare execution patterns
* Identify bottlenecks
* Team performance overview
**Perfect for:**
* Parallel workflow monitoring
* Performance comparison
* Training verification
* Quality assurance
**Deep Performance Insights**
Comprehensive analytics dashboard:
* Success/failure rates
* Average execution times
* Resource consumption
* Cost per automation
* ROI calculations
* Trend analysis
**Metrics Include:**
* Actions per minute
* Error frequency
* Human intervention rate
* Platform-specific performance
* Workflow optimization opportunities
## Search & Filter Capabilities
### Find Any Action, Instantly
**Search Across All History:**
Search by:
* **Text Content**: Find where specific text was typed or seen
* **URLs**: Locate all interactions with specific websites
* **Dates/Times**: Filter by execution timeframes
* **Agents**: Search specific agent histories
* **Workflows**: Find all executions of particular workflows
* **Status**: Filter by success, failure, or partial completion
* **Variables**: Search for specific variable values used
**Search Operators:**
* AND/OR/NOT logic
* Wildcards and regex
* Date ranges
* Numeric comparisons
**Pre-built Filter Sets:**
Quick filters for common searches:
* Failed executions in last 24 hours
* Workflows requiring human confirmation
* Slowest performing workflows
* Most error-prone processes
* High-value transactions
* Compliance-required audits
**Custom Filter Builder:**
* Save frequently used filters
* Share filters with team
* Schedule filter reports
* Set up filter alerts
**AI-Powered Pattern Detection:**
The system automatically identifies:
* Recurring errors
* Performance degradation patterns
* Unusual execution paths
* Optimization opportunities
* Security anomalies
* Compliance violations
**Insights Generated:**
* "This workflow fails 40% more on Mondays"
* "Loading time increased 25% since last update"
* "This decision branch is never taken"
## Playback Features
### More Than Just Video
**Full Screen Recording Playback:**
* HD quality recording
* Variable playback speed (0.5x - 4x)
* Frame-by-frame stepping
* Screenshot capture at any point
* Annotation tools for review
**Synchronized Action Log:**
* Click actions with coordinates
* Keyboard inputs (sanitized)
* Wait times and delays
* API calls and responses
* Decision logic executed
**Track Data Flow:**
* Variable values at each step
* Data transformations
* Memory access logs
* External data fetches
* Calculation results
**Developer-Friendly Tools:**
* Network traffic logs
* Console output
* Error stack traces
* Performance profiling
* Resource monitoring
## Performance Analytics
### Actionable Insights from History
**Continuous Improvement**: Every workflow execution contributes to performance analytics, helping identify optimization opportunities automatically.
| Metric | Description | Use Case |
| - | - | - |
| **Success Rate** | % of successful completions | Identify problematic workflows |
| **Average Duration** | Mean execution time | Spot performance degradation |
| **Error Frequency** | Errors per 100 runs | Prioritize debugging efforts |
| **Cost per Run** | Computed resource cost | ROI calculation |
| **Human Intervention** | % requiring confirmation | Automation completeness |
**Performance Over Time:**
Track how your automations evolve:
* Daily/weekly/monthly trends
* Before/after workflow updates
* Seasonal patterns
* Peak usage periods
* Degradation detection
**Predictive Analytics:**
* Forecast failure likelihood
* Predict maintenance needs
* Estimate completion times
* Resource requirement planning
**Benchmark Your Automation:**
Compare:
* Different workflow versions
* Multiple agents on same task
* Desktop vs Cloud VPC execution
* Various input parameters
* Time period comparisons
**Optimization Recommendations:**
* "Version 2.3 is 40% faster"
* "Agent B completes with 95% success vs 80%"
* "Cloud execution saves 3 minutes"
## Compliance & Audit
### Enterprise-Grade Audit Trails
**Meet Any Standard:**
* GDPR data processing logs
* SOC 2 audit trails
* HIPAA activity monitoring
* Financial regulation compliance
* Custom compliance frameworks
**Features:**
* Immutable audit logs
* Cryptographic verification
* Timestamp authentication
* User attribution
* Change tracking
**Detect & Prevent Issues:**
* Unusual access patterns
* Unauthorized action attempts
* Data exfiltration detection
* Privilege escalation alerts
* Anomaly detection
**Response Capabilities:**
* Instant alerts
* Automatic workflow suspension
* Incident recording
* Forensic analysis tools
## Data Management
### Storage & Retention Options
**Flexible Storage Options:**
| Tier | Retention | Storage | Access Speed | Cost |
| - | - | - | - | - |
| **Hot** | 7 days | SSD | Instant | Included |
| **Warm** | 30 days | HDD | \<1 min | Included |
| **Cold** | 90 days | Cloud | \<5 min | +\$0.05/GB |
| **Archive** | Unlimited | Glacier | \<12 hrs | +\$0.01/GB |
**Multiple Export Formats:**
Export history data for external analysis:
* **CSV**: Structured action logs
* **JSON**: Complete execution data
* **MP4**: Video recordings
* **PDF**: Compliance reports
* **API**: Programmatic access
**Bulk Export Features:**
* Date range selection
* Workflow filtering
* Compression options
* Scheduled exports
* Direct cloud storage integration
**Data Protection:**
* Automatic PII redaction
* Password masking
* Credit card hiding
* SSN obfuscation
* Custom redaction rules
**Access Controls:**
* Role-based viewing permissions
* Time-limited access tokens
* IP restrictions
* Audit log of history access
* Data encryption at rest
## Use Cases
### Real-World Applications
**Scenario**: E-commerce order processing
**How History Helps:**
* Review failed order workflows
* Identify why certain products cause errors
* Verify correct pricing applied
* Ensure shipping calculations accurate
* Validate inventory updates
**Result**: 99.9% order accuracy
**Scenario**: New employee onboarding
**How History Helps:**
* Show new hires how workflows execute
* Use recordings for training materials
* Demonstrate best practices
* Review common error scenarios
* Create standard operating procedures
**Result**: 70% faster onboarding
**Scenario**: Investigating customer complaints
**How History Helps:**
* Find exact interaction with customer data
* Verify actions taken on account
* Identify if automation caused issue
* Provide evidence of correct processing
* Generate audit reports for customer
**Result**: 5-minute issue resolution
**Scenario**: Workflow optimization
**How History Helps:**
* Identify slowest steps
* Find unnecessary actions
* Detect redundant workflows
* Analyze failure patterns
* Test optimization impact
**Result**: 40% performance improvement
## Alerts & Notifications
### Stay Informed About Important Events
Instant notification when workflows fail or encounter errors
Warnings when execution time exceeds thresholds
Notifications for audit-required events or violations
Confirmations for critical workflow completions
AI-detected unusual patterns or behaviors
User-defined alert conditions
## Advanced Features
### Enterprise Power Tools
**Professional Debugging Suite:**
* Set breakpoints in workflows
* Step through execution
* Inspect variable states
* Modify values on-the-fly
* Test alternative paths
**Time-Travel Debugging:**
* Replay from any point
* Change parameters
* Test "what-if" scenarios
* Compare outcomes
**Collaborative Review Tools:**
* Share playback sessions
* Add timestamped comments
* Tag team members
* Create review tasks
* Approval workflows
**Knowledge Sharing:**
* Create clips from history
* Build training libraries
* Share best practices
* Document edge cases
**Programmatic History Access:**
```python theme={null}
# Fetch execution history
history = actionist.get_history(
workflow_id="sales_pipeline",
date_range="last_7_days",
status="all"
)
# Analyze performance
metrics = history.calculate_metrics()
print(f"Success rate: {metrics.success_rate}%")
print(f"Avg duration: {metrics.avg_duration}s")
```
**Available Endpoints:**
* GET /history/executions
* GET /history/playback/id
* GET /history/analytics
* POST /history/export
* DELETE /history/purge
## History Analytics Dashboard
### Key Performance Indicators
| KPI | Current | Target | Status |
| - | - | - | - |
| **History Coverage** | 100% | 100% | ✅ |
| **Playback Available** | 98.5% | >95% | ✅ |
| **Search Speed** | \<500ms | \<1s | ✅ |
| **Storage Efficiency** | 10:1 compression | 8:1 | ✅ |
| **Retention Compliance** | 100% | 100% | ✅ |
## Getting Started with History
History recording is enabled by default for all workflows
Click the History tab in your Actionist dashboard
Use search to find specific executions or browse recent runs
Review analytics to identify optimization opportunities
Generate audit reports as needed
**Storage Included**: All Actionist plans include 30 days of history storage. Extend retention with affordable archive options for long-term compliance needs.
See history in action
Optimize your workflows
Integrate with your tools
***
**Agent History: Complete transparency. Total accountability. Continuous improvement.**
**Every action matters. Every decision counts. Everything is recorded.**
# Agent Memory
Source: https://docs.actionmodel.com/actionist/agent-memory
Give your AI agents a second brain. Build persistent knowledge bases that make automations smarter, more personalized, and context-aware across all platforms.
## The Second Brain for Your Digital Workforce
**Intelligence without memory is just reaction.** The Memory System gives your Agent persistent, contextual knowledge that compounds over time. The more your Agent works, the smarter it gets.
Agent Memory transforms your automations from simple task executors into **intelligent, context-aware digital employees** that remember everything about your business, preferences, and relationships between platforms.
Think of it as the difference between a temp worker who needs instructions for everything and a seasoned employee who knows your business inside out.
**The Game Changer**: Without memory, agents start from zero every time. With memory, they accumulate knowledge, learn preferences, and become exponentially more valuable over time—just like real employees.
## Understanding Agent Memory
## Memory Architecture
### The Six Pillars of Agent Intelligence
How you like to use each platform, your settings, and personal configurations
How different platforms work, their quirks, and navigation patterns
How platforms connect to each other and data flows between them
Your company information, products, services, and strategic goals
Your communication tone, writing style, and decision patterns
Policies, procedures, compliance requirements, and best practices
## Memory Categories
### Structured Knowledge Organization
**Universal Knowledge Base**
The default memory section that applies across all workflows:
* Company information
* Brand guidelines
* Common procedures
* Default preferences
* Universal shortcuts
* Cross-platform rules
**Examples:**
* "Our company fiscal year ends in March"
* "Always use British spelling for UK clients"
* "CEO prefers bullet points over paragraphs"
* "All reports should include an executive summary"
**Domain-Targeted Intelligence**
Memories tied to specific websites or applications:
* Login procedures
* Navigation shortcuts
* Platform-specific terminology
* UI element locations
* Common error resolutions
* Workflow optimizations
**Examples:**
* "Gmail: Compose button is in top left"
* "Salesforce: Custom fields are under Advanced"
* "LinkedIn: Best posting time is 9 AM EST"
* "Stripe: Test mode toggle is in top right"
**Task-Specific Knowledge**
Memories attached to individual workflows:
* Step-specific instructions
* Variable handling rules
* Error recovery procedures
* Success criteria
* Optimization notes
* Historical learnings
**Examples:**
* "Invoice Processing: Check for duplicates first"
* "Lead Generation: Skip competitors' employees"
* "Report Generation: Include last 30 days only"
**Behavioral Patterns**
Defines how your agent behaves and communicates:
* Communication style
* Decision-making approach
* Priority handling
* Escalation triggers
* Risk tolerance
* Work patterns
**Examples:**
* "Always be professional but friendly"
* "Escalate issues over \$10,000"
* "Prioritize urgent client requests"
* "Double-check financial data"
## How Memories Enhance Workflows
### From Basic to Brilliant Automation
**Smart Memory Retrieval**
When a workflow executes, the system automatically:
1. Analyzes the current task and platform
2. Retrieves relevant memories from all categories
3. Injects context into the agent's decision-making
4. Prioritizes memories by relevance and recency
5. Updates execution strategy based on knowledge
**Impact**: Workflows become 10x more intelligent without any manual configuration
**Connected Knowledge Graph**
Memories create relationships between platforms:
* "Customer in Salesforce = @handle on Twitter"
* "Project Alpha in Asana = Folder X in Google Drive"
* "Invoice #1234 in QuickBooks = Contract ABC in DocuSign"
* "Lead from LinkedIn = Contact in HubSpot"
**Result**: Seamless automation across disconnected systems
**Continuous Improvement**
Every workflow execution can update memories:
* Successful patterns are reinforced
* Errors create new warning memories
* Optimizations are automatically noted
* User feedback becomes permanent knowledge
**Evolution**: Your agents get smarter with every task
**Unique Digital DNA**
Memories make each agent unique to your business:
* Industry-specific terminology
* Company-specific processes
* Personal communication style
* Custom platform configurations
* Unique workflow patterns
**Benefit**: No two agents are alike—yours is perfectly tailored
## Creating and Managing Memories
### Three Ways to Build Intelligence
**Direct Knowledge Input**
Add memories through the dashboard:
1. Navigate to Memory section
2. Choose category (General/Platform/Workflow)
3. Enter memory in natural language
4. Tag with relevant keywords
5. Set importance level (Low/Medium/High/Critical)
**Best for**: Core business knowledge, rules, and preferences
**Let Your Agent Observe and Learn**
Let your Agent observe your screen as you work. Over time, it absorbs your patterns, preferences, and processes without explicit training:
* Detects repeated patterns
* Notes platform-specific behaviors
* Learns navigation preferences
* Captures decision criteria
* Records error resolutions
**Best for**: Platform functionality and personal preferences. Simply work normally while your Agent watches and learns.
**Dynamic Memory Creation**
Workflows can create memories during execution:
```yaml theme={null}
IF new_client_onboarded:
CREATE MEMORY: "Client {name} prefers {communication_method}"
CATEGORY: "Client Preferences"
IMPORTANCE: "High"
```
**Best for**: Dynamic, execution-based learning
## Memory Types and Formats
### Structured Knowledge Storage
**Static Information**
Concrete facts that don't change:
* Account numbers
* API endpoints
* Company policies
* Legal requirements
* Product specifications
**Format:**
```
Platform: QuickBooks
Memory: "Company Tax ID: 12-3456789"
Type: Factual
Expires: Never
```
**How-To Knowledge**
Step-by-step instructions:
* Login sequences
* Navigation paths
* Form filling procedures
* Error handling steps
* Workflow sequences
**Format:**
```
Platform: Salesforce
Memory: "To create opportunity: Accounts → New → Opportunity → Fill required fields → Save"
Type: Procedural
Expires: On platform update
```
**If-Then Rules**
Decision-making logic:
* Business rules
* Approval thresholds
* Escalation triggers
* Exception handling
* Priority matrices
**Format:**
```
Context: Invoice Processing
Memory: "IF amount > $50,000 THEN require CFO approval"
Type: Conditional
Priority: Critical
```
**Connection Mappings**
Links between entities:
* Cross-platform IDs
* Data relationships
* Team hierarchies
* Project dependencies
* System integrations
**Format:**
```
Relationship: "Slack #project-alpha = Asana 'Project Alpha' = Drive '/Projects/Alpha'"
Type: Relational
Platforms: [Slack, Asana, Google Drive]
```
## Memory Security & Privacy
### Protecting Your Digital Intelligence
**Critical Security**: Memories often contain sensitive information. Action Model implements enterprise-grade security measures to protect your digital brain.
* AES-256 encryption for stored memories
* Separate encryption keys per organization
* Hardware security module protection
* Zero-knowledge architecture
* TLS 1.3 for all memory transfers
* Certificate pinning
* Perfect forward secrecy
* Memory isolation between agents
* Role-based memory access
* Memory compartmentalization
* Audit logging for all access
* Granular permission settings
* Choose memory storage region
* GDPR/CCPA compliant
* Right to deletion
* Data portability
## Memory Analytics
### Understanding Your Knowledge Base
**Memory Intelligence Dashboard**: Track how memories improve automation performance and identify knowledge gaps.
| Metric | Description | Optimal Range |
| - | - | - |
| **Memory Utilization** | How often memories are accessed | 70-90% |
| **Knowledge Coverage** | Platforms with memory data | >80% |
| **Memory Accuracy** | Successful memory applications | >95% |
| **Growth Rate** | New memories per week | 50-200 |
| **Relevance Score** | Memory-to-task matching | >85% |
## Real-World Memory Applications
### Example 1: Customer Service Excellence
**Customer Knowledge Base:**
```yaml theme={null}
General Memories:
- "VIP clients get priority response within 1 hour"
- "Always check previous tickets before responding"
- "Escalate technical issues to Tier 2"
Platform Memories:
- "Zendesk: Custom fields under 'Organization'"
- "Slack: Alert #urgent for P1 issues"
- "CRM: Customer tier in 'Account Status' field"
Workflow Memories:
- "Ticket Response: Check sentiment before replying"
- "Escalation: Include last 3 interactions"
```
**Before Memory:**
* Generic responses
* Missed VIP escalations
* Repeated questions
* 15 min average handling
**After Memory:**
* Personalized service
* 100% VIP recognition
* Context-aware responses
* 3 min average handling
### Example 2: Financial Operations
**Financial Process Knowledge:**
```yaml theme={null}
Compliance Memories:
- "All transactions >$10K require dual approval"
- "Month-end close happens on 3rd business day"
- "Expense reports need receipts for >$25"
System Memories:
- "QuickBooks: Sync with bank daily at 6 AM"
- "Excel: Financial models in 'Q:/Finance/Models'"
- "Approval workflow: Email → DocuSign → QuickBooks"
Relationship Memories:
- "Vendor ABC Inc = Account #12345 = Contact: john@abc.com"
- "Project budgets linked to Asana project IDs"
```
* **Compliance Rate**: 100%
* **Processing Speed**: 5x faster
* **Error Reduction**: 98%
* **Audit Readiness**: Always prepared
## Memory Best Practices
Build your memory foundation systematically:
1. **Company basics**: Mission, values, key information
2. **Platform access**: Login procedures, navigation
3. **Common tasks**: Frequent workflow patterns
4. **Business rules**: Policies, procedures, compliance
5. **Relationships**: Cross-platform connections
Keep memories accurate and relevant:
* Review memories monthly
* Remove outdated information
* Update platform changes
* Consolidate duplicate memories
* Archive historical memories
Use clear, searchable memory titles:
* ✅ "Salesforce: Create opportunity from lead"
* ❌ "SF opp process"
* ✅ "Client ABC Corp: Prefers formal communication"
* ❌ "ABC notes"
Classify memories by sensitivity:
* **Public**: General business information
* **Internal**: Company procedures
* **Confidential**: Client data, strategies
* **Restricted**: Passwords, API keys
## The Future of Agent Memory
### Coming Soon
Agents sharing knowledge across organizations (with permission)
Natural language memory queries: "How do we handle refunds?"
Pre-built memory sets for common industries and use cases
Automatic memory creation from documentation and wikis
## Getting Started with Memory
List everything your team knows but your automations don't
Organize into categories: General, Platform, Workflow, Process
Start with the most frequently needed information
Let agents observe and learn from daily operations
Use analytics to identify gaps and optimize memory usage
**The Compound Effect**: Every memory you add makes all future automations smarter. This is how you build a competitive advantage that compounds over time—your agents become uniquely intelligent about YOUR business.
Browse pre-built memory sets
Learn memory optimization
Understand memory protection
***
**Agent Memory: Where knowledge becomes permanent, intelligence becomes cumulative, and your digital workforce becomes irreplaceable.**
**Build once. Remember forever. Evolve continuously.**
# Agent Tool Usage
Source: https://docs.actionmodel.com/actionist/agent-tool-usage
Empower your AI agents with an extensive toolkit. From web scraping to API integration, file manipulation to AI vision, give your digital workforce the tools they need to automate anything.
## Your Agents' Swiss Army Knife
Agent Tool Usage transforms your AI workforce from simple clickers into **powerful digital professionals** equipped with every tool imaginable. Like giving a craftsman the perfect toolbox, these tools enable your agents to handle any task across any platform.
**The Capability Revolution**: While competitors limit you to pre-built integrations, Action Model agents can use ANY tool—from basic file operations to advanced AI capabilities—making them infinitely more versatile.
## Core Tool Categories
Navigate, scrape, interact with any website without APIs
Read, write, process files in any format
Send emails, messages, notifications across platforms
Transform, analyze, and manipulate data
Vision, language processing, decision making
Connect with APIs, databases, and enterprise systems
## Available Tools Library
### The Complete Toolkit for Digital Work
## Browser Control Tools
**Navigation & Interaction:**
* **Click**: Click any element on page (buttons, links, checkboxes)
* **Type**: Enter text into any field with human-like typing
* **Scroll**: Navigate pages smoothly, find hidden elements
* **Hover**: Trigger hover states and dropdown menus
* **Drag & Drop**: Move elements, upload files, reorder items
* **Right Click**: Access context menus
* **Keyboard Shortcuts**: Use any key combination
**Data Extraction:**
* **Text Scraping**: Extract visible text from any element
* **Table Extraction**: Convert HTML tables to structured data
* **Image Capture**: Screenshot specific elements or full page
* **Link Harvesting**: Collect all URLs from a page
* **Form Reading**: Identify and map form fields
* **Attribute Extraction**: Get any HTML attribute value
**Advanced Browser Features:**
* **Multi-tab Management**: Work across multiple tabs simultaneously
* **iframe Handling**: Interact with embedded content
* **Shadow DOM Access**: Reach into complex web components
* **Dynamic Wait**: Smart waiting for elements to appear
* **JavaScript Execution**: Run custom scripts when needed
* **Cookie Management**: Read, write, delete cookies
* **Local Storage Access**: Interact with browser storage
## Document & File Tools
**File Operations:**
* **Read Files**: Open any file format (PDF, Excel, Word, CSV, JSON)
* **Write Files**: Create new files or append to existing
* **Copy/Move**: Organize files across directories
* **Rename**: Batch rename with patterns
* **Delete**: Remove files with safety checks
* **Compress/Extract**: Handle ZIP, RAR, 7z archives
**Document Processing:**
* **PDF Tools**:
* Extract text and images
* Merge/split PDFs
* Fill PDF forms
* Add watermarks
* Convert to other formats
* **Excel/Sheets Tools**:
* Read/write cells
* Create formulas
* Generate charts
* Pivot tables
* Conditional formatting
* Macro execution
* **Word/Docs Tools**:
* Create documents
* Format text
* Insert images/tables
* Track changes
* Mail merge
**Data Formats:**
* Parse and generate JSON
* Process CSV files
* Handle XML documents
* Work with YAML configs
* Read log files
* Process markdown
## Messaging & Notification Tools
**Email Tools:**
* **Send Emails**: Compose and send via any provider
* **Read Inbox**: Process incoming messages
* **Attachments**: Add/extract file attachments
* **Templates**: Use HTML email templates
* **Scheduling**: Send at specific times
* **Tracking**: Monitor open/click rates
**Instant Messaging:**
* **Slack Integration**:
* Send messages to channels
* Direct messages
* File sharing
* Thread responses
* Emoji reactions
* **Teams Integration**:
* Channel messages
* Meeting scheduling
* File collaboration
* Status updates
* **Discord/Telegram**:
* Bot commands
* Group management
* Media sharing
* Automated responses
**SMS & WhatsApp:**
* Send SMS via Twilio
* WhatsApp Business API
* Bulk messaging
* Media messages
* Status tracking
**Social Media:**
* Post to LinkedIn/Twitter/Facebook
* Schedule content
* Monitor mentions
* Engage with comments
* Track analytics
## Data Processing & Analysis
**Data Transformation:**
* **Cleaning**: Remove duplicates, fix formatting
* **Validation**: Check data quality and completeness
* **Normalization**: Standardize formats and values
* **Aggregation**: Sum, average, count, group
* **Filtering**: Apply complex conditions
* **Sorting**: Multi-level sorting options
**Text Processing:**
* **Parsing**: Extract structured data from text
* **Regular Expressions**: Pattern matching and extraction
* **String Manipulation**: Split, join, replace, format
* **Encoding/Decoding**: Handle different character sets
* **Translation**: Multi-language support
* **Sentiment Analysis**: Understand text tone
**Numerical Operations:**
* Mathematical calculations
* Statistical analysis
* Financial computations
* Date/time arithmetic
* Unit conversions
* Random generation
**Data Connections:**
* SQL database queries
* NoSQL operations
* API data fetching
* Webhook handling
* Real-time streams
* Batch processing
## Artificial Intelligence Capabilities
**Computer Vision:**
* **OCR (Optical Character Recognition)**:
* Extract text from images
* Read scanned documents
* Process screenshots
* Handwriting recognition
* **Image Analysis**:
* Object detection
* Face recognition
* Color extraction
* Image comparison
* QR/barcode reading
* **Visual Understanding**:
* Interpret charts/graphs
* Understand UI layouts
* Identify form fields
* Detect changes
**Natural Language Processing:**
* **Text Generation**: Create human-like content
* **Summarization**: Condense long texts
* **Classification**: Categorize content
* **Entity Extraction**: Find names, dates, amounts
* **Language Detection**: Identify languages
* **Grammar Checking**: Fix writing errors
**Decision Making:**
* **Pattern Recognition**: Identify trends
* **Anomaly Detection**: Spot unusual activity
* **Predictive Analysis**: Forecast outcomes
* **Recommendation Engine**: Suggest next actions
* **Risk Assessment**: Evaluate scenarios
* **Optimization**: Find best solutions
**Content Generation:**
* Write emails/messages
* Create reports
* Generate descriptions
* Produce documentation
* Draft responses
* Compose social posts
## System & API Integration
**API Tools:**
* **REST APIs**:
* GET/POST/PUT/DELETE requests
* Header management
* Authentication (OAuth, JWT, API keys)
* Response parsing
* Error handling
* Rate limiting
* **GraphQL**:
* Query construction
* Mutation execution
* Subscription handling
* Schema introspection
* **SOAP/XML**:
* WSDL parsing
* Request building
* Response processing
**Database Operations:**
* **SQL Databases**:
* SELECT queries
* INSERT/UPDATE/DELETE
* Joins and subqueries
* Stored procedures
* Transaction management
* **NoSQL Databases**:
* Document operations
* Key-value pairs
* Graph queries
* Time-series data
**Enterprise Systems:**
* CRM integration (Salesforce, HubSpot)
* ERP connections (SAP, Oracle)
* Accounting systems (QuickBooks, Xero)
* HR platforms (Workday, BambooHR)
* Project management (Jira, Asana)
**Cloud Services:**
* AWS services (S3, Lambda, DynamoDB)
* Google Cloud Platform
* Microsoft Azure
* Dropbox/Google Drive/OneDrive
* Cloud databases
## Tool Combination Examples
### Powerful Multi-Tool Workflows
**Tools Combined:**
1. **Email Tool** → Read incoming invoices
2. **PDF Tool** → Extract invoice data
3. **OCR Tool** → Read scanned invoices
4. **Data Validation** → Verify amounts and details
5. **Database Tool** → Check vendor records
6. **Excel Tool** → Update accounting spreadsheet
7. **API Tool** → Post to accounting system
8. **Email Tool** → Send confirmation
**Result**: 5-minute manual process → 30-second automation
**Tools Combined:**
1. **Web Scraping** → Extract prospects from LinkedIn
2. **Data Enrichment API** → Find email addresses
3. **NLP Tool** → Analyze company descriptions
4. **Database Tool** → Check against existing CRM
5. **AI Writing** → Generate personalized emails
6. **Email Tool** → Send outreach
7. **Calendar API** → Schedule follow-ups
8. **Slack Tool** → Notify sales team
**Result**: Generate 100+ qualified leads daily
**Tools Combined:**
1. **RSS Feed Tool** → Monitor industry news
2. **AI Summarization** → Create content ideas
3. **Image Generation** → Create visuals
4. **AI Writing** → Draft posts
5. **Translation Tool** → Multi-language versions
6. **Social APIs** → Post to all platforms
7. **Analytics Tool** → Track engagement
8. **Excel Tool** → Generate reports
**Result**: Manage 50+ social accounts with one agent
**Tools Combined:**
1. **Email Tool** → Read support tickets
2. **NLP Classification** → Categorize issues
3. **Database Query** → Look up customer history
4. **Knowledge Base API** → Find solutions
5. **AI Response** → Draft reply
6. **Translation** → Support multiple languages
7. **CRM Update** → Log interaction
8. **Escalation Tool** → Route complex issues
**Result**: 80% of tickets resolved automatically
## Smart Tool Selection
### How Agents Choose the Right Tool
**Intelligent Tool Selection**: The LAM doesn't just have tools—it knows exactly when and how to use them, selecting the optimal tool combination for each task automatically.
Agent analyzes the workflow requirements and identifies needed capabilities
LAM matches task requirements with available tools in the library
Selects the most efficient tool combination for speed and accuracy
Implements tools in the optimal sequence with proper error handling
Records tool performance for future optimization
## Custom Tool Creation
### Build Your Own Tools
**JavaScript/Python Integration:**
```javascript theme={null}
// Custom validation tool
function validateInvoice(data) {
// Check required fields
if (!data.invoiceNumber || !data.amount) {
return { valid: false, error: "Missing required fields" };
}
// Validate amount format
if (isNaN(data.amount) || data.amount <= 0) {
return { valid: false, error: "Invalid amount" };
}
// Check date format
if (!isValidDate(data.date)) {
return { valid: false, error: "Invalid date format" };
}
return { valid: true };
}
```
**Features:**
* Write custom JavaScript or Python
* Access to all browser APIs
* Integration with npm/pip packages
* Reusable across workflows
* Version control support
**Custom API Integration:**
```yaml theme={null}
Tool Name: "Proprietary CRM API"
Type: "REST API"
Base URL: "https://api.yourcrm.com/v2"
Authentication:
Type: "Bearer Token"
Token: "${CRM_API_TOKEN}"
Endpoints:
- Get Customer:
Method: GET
Path: "/customers/{id}"
Response: JSON
- Create Lead:
Method: POST
Path: "/leads"
Body: JSON
Required: [name, email, source]
- Update Status:
Method: PATCH
Path: "/leads/{id}/status"
Body: JSON
```
**Capabilities:**
* Define custom endpoints
* Handle authentication
* Parse responses
* Error handling
* Rate limiting
**Combine Multiple Tools:**
```yaml theme={null}
Composite Tool: "Complete Order Processing"
Steps:
1. Extract Order:
Tool: "Web Scraping"
Target: "Order details from portal"
2. Validate Data:
Tool: "Custom Validation Script"
Input: "${step1.output}"
3. Check Inventory:
Tool: "Database Query"
Query: "SELECT stock FROM inventory WHERE sku = ${order.sku}"
4. Process Payment:
Tool: "Payment API"
Action: "Charge customer"
5. Update Systems:
Tools: ["CRM API", "Inventory DB", "Shipping API"]
Parallel: true
6. Send Confirmation:
Tool: "Email Tool"
Template: "order_confirmation"
```
**Benefits:**
* Reusable workflow components
* Standardized processes
* Easy maintenance
* Version control
* Team sharing
## Tool Performance Metrics
### Monitoring Tool Effectiveness
| Tool Category | Avg Execution Time | Success Rate | Usage Frequency |
| - | - | - | - |
| **Web Scraping** | 2.3s per page | 98.5% | 45,000/day |
| **File Operations** | 0.8s per file | 99.9% | 28,000/day |
| **API Calls** | 1.2s per request | 97.2% | 62,000/day |
| **AI Processing** | 3.5s per task | 96.8% | 15,000/day |
| **Email Operations** | 1.5s per email | 99.5% | 22,000/day |
| **Database Queries** | 0.5s per query | 99.8% | 38,000/day |
## Tool Security & Governance
### Enterprise-Grade Tool Management
**Permission Management:**
* Role-based tool access
* Tool usage limits
* Approval workflows for sensitive tools
* Audit logging of all tool usage
* Time-based restrictions
**Security Features:**
* Encrypted credential storage
* Sandboxed execution
* Input validation
* Output sanitization
**Governance Features:**
* GDPR-compliant data tools
* PII detection and masking
* Audit trail generation
* Compliance reporting
* Data retention policies
**Monitoring:**
* Tool usage analytics
* Anomaly detection
* Cost tracking
* Performance monitoring
## Advanced Tool Features
**Run Multiple Tools Simultaneously:**
Execute independent tools in parallel for maximum efficiency:
* Scrape multiple websites at once
* Process files while sending emails
* Query multiple APIs simultaneously
* Parallel data processing
**Benefits:**
* 5-10x faster execution
* Better resource utilization
* Reduced total workflow time
* Improved scalability
**Smart Tool Selection Based on Context:**
```yaml theme={null}
IF file_type == "PDF":
USE: PDF_Extraction_Tool
ELSE IF file_type == "Image":
USE: OCR_Tool
ELSE IF file_type == "Excel":
USE: Excel_Parser
ELSE:
USE: Generic_File_Reader
```
**Dynamic Adaptation:**
* Choose tools based on data
* Skip unnecessary tools
* Handle edge cases
* Optimize for each scenario
**Pass Data Between Tools Seamlessly:**
Output from one tool becomes input for the next:
1. Web Scraper → extracts data
2. Data Cleaner → processes extraction
3. Validator → checks quality
4. Transformer → formats for target
5. API Tool → sends to destination
**Features:**
* Automatic data transformation
* Error propagation handling
* Rollback capability
* State management
**Automatic Error Recovery:**
When tools fail, agents automatically:
* Retry with exponential backoff
* Try alternative tools
* Adjust parameters
* Request human help if needed
* Log issues for improvement
**Resilience Features:**
* Automatic retries
* Fallback strategies
* Error classification
* Recovery procedures
## Tool Marketplace
### Community-Powered Tool Ecosystem
**Coming Soon**: Share and monetize custom tools with the Action Model community. Earn \$LAM tokens when others use your tools.
Discover thousands of pre-built tools created by the community
Publish your custom tools and earn from every usage
Community-vetted quality with reviews and ratings
## ROI of Tool Usage
### The Economics of Automation Tools
**Manual vs Automated Tool Usage:**
| Task | Manual Time | With Tools | Savings |
| - | - | - | - |
| Data Entry (1000 records) | 8 hours | 10 minutes | 98% |
| Email Campaign (500 contacts) | 4 hours | 15 minutes | 94% |
| Report Generation | 2 hours | 5 minutes | 96% |
| Lead Research (100 leads) | 6 hours | 20 minutes | 94% |
| Invoice Processing (50) | 3 hours | 10 minutes | 94% |
**Monthly Cost Comparison:**
Traditional Approach:
* Manual labor: \$8,000 (2 FTEs)
* Software licenses: \$2,000
* **Total: \$10,000/month**
Action Model Tools:
* Agent subscription: \$500
* Tool usage: \$200
* **Total: \$700/month**
**Savings: \$9,300/month (93%)**
**Accuracy Improvements:**
| Metric | Human | With Tools | Improvement |
| - | - | - | - |
| Data Entry Accuracy | 96% | 99.9% | +3.9% |
| Email Personalization | 70% | 100% | +30% |
| Report Completeness | 85% | 100% | +15% |
| Lead Qualification | 75% | 95% | +20% |
| Process Compliance | 80% | 100% | +20% |
## Getting Started with Tools
Browse the tool library in your Actionist dashboard
Activate tools needed for your workflows
Securely store API keys and passwords
Run tools in test mode to verify setup
Track tool usage and optimization opportunities
**Tool Power**: Every tool you add to your agent's arsenal multiplies its capabilities exponentially. Start with basic tools and gradually add advanced capabilities as your automation sophistication grows.
Browse all available tools
Learn to create your own
Tool usage optimization
***
**Agent Tool Usage: Infinite capabilities. Zero limitations. Complete automation.**
**Give your agents the tools. Watch them build your empire.**
# Agents and Workflows
Source: https://docs.actionmodel.com/actionist/agents-and-workflows
Master the art of creating AI employees and automations. Build agents with specific roles and workflows that execute complex tasks in human language, no coding required.
**No Code. No APIs. Just Human Language.** While Zapier, n8n, and Make.com built tools for developers, we built Actionist for humans. If you can describe a task to a colleague, you can create a workflow.
## Actionist AI Workflow Generator
### Transform Natural Language into Visual Workflows Instantly
The Actionist AI Workflow Generator revolutionizes automation creation by converting simple text prompts into sophisticated visual workflows. Just describe what you want to automate in plain English, and watch as our AI builds a complete workflow that you can immediately use or customize.
**In about 5 minutes, receive a complete, executable workflow.** The AI asks clarifying questions and suggests improvements before generating. The more descriptive your prompt, the better the output.
### How It Works
Simply type what you want to automate in natural language:
* "Check my emails every morning and create tasks in Notion for important items"
* "Monitor competitor prices and update my Shopify store automatically"
* "Extract data from invoices and enter into QuickBooks"
No technical knowledge required - just describe your goal.
Within seconds, Actionist AI creates a complete visual workflow:
* **Smart Node Creation**: Automatically identifies all required actions and tools
* **Logical Flow Design**: Connects nodes in the optimal sequence
* **Conditional Logic**: Adds decision points and branching where needed
* **Error Handling**: Includes fallback paths and retry mechanisms
Your generated workflow appears in our intuitive visual editor (similar to n8n):
* **Drag-and-Drop Interface**: Easily rearrange nodes and connections
* **Real-Time Preview**: See data flow through your workflow
* **Node Configuration**: Click any node to adjust settings
* **Test Mode**: Run workflows step-by-step to verify behavior
Fine-tune the AI-generated workflow to your exact needs:
* **Add/Remove Nodes**: Insert additional actions or remove unnecessary steps
* **Adjust Parameters**: Modify timing, conditions, and data mappings
* **Connect More Apps**: Integrate with 1000+ applications
* **Set Schedules**: Configure when and how often workflows run
### Workflow Nodes and Tools
**Complete Automation Freedom**: Unlike traditional platforms limited to APIs, Actionist provides OS-level control combined with advanced tools and integrations, giving you unlimited automation possibilities.
#### Node Library Categories
**OS-Level Control Nodes**:
* **Click**: Click on any element on screen
* **Type Text**: Type into any input field
* **Navigate**: Go to any URL or page
* **Screenshot**: Capture screen content
* **Mouse Move**: Precise cursor control
* **Keyboard Shortcuts**: Execute any key combination
* **Drag & Drop**: Move elements visually
These nodes work on ANY application or website, not just those with APIs.
**Logic and Flow Control**:
* **If Condition**: Conditional branching based on any criteria
* **While Loop**: Repeat actions until conditions met
* **For Loop**: Iterate through lists and data
* **Merge**: Combine multiple execution paths
* **Go To**: Jump to specific workflow points
* **Wait**: Pause execution with smart conditions
* **Parallel**: Run multiple branches simultaneously
**Built-in Power Tools**:
* **Content Generation**: Uses LLM to generate, summarize, or transform content
* Read articles and create summaries
* Generate personalized messages
* Transform data formats
* Extract key information
* **Data Extraction**: Pull structured data from any source
* **Image Recognition**: Identify and interact with visual elements
* **Document Processing**: Handle PDFs, spreadsheets, documents
* **Email Handler**: Send, receive, parse emails
* **Database Operations**: Query and update databases
**External Integrations**:
* **MCP Servers**: Connect your own Model Context Protocol servers
* Custom business logic
* Proprietary tools
* Internal systems
* **REST APIs**: Direct API calls to any service
* **GraphQL**: Query complex data structures
* **Webhooks**: Trigger and receive events
* **Custom Scripts**: Run Python, JavaScript, or shell scripts
Add ANY functionality through MCP or API connections.
### Revolutionary Advantages Over Traditional Platforms
**Visual automation that controls the computer like a human. No APIs required.** Because the Workflow Engine controls the computer directly (just like a human would), you can automate ANY website or platform. No API integrations needed, no platform limitations.
**The Game Changer**: While n8n, Zapier, and Make.com are limited to API integrations, Actionist operates at the OS level—it can automate ANYTHING you can do on your computer, with zero technical complexity.
**No API? No Problem!**
Unlike competitors limited to apps with APIs, Actionist controls your entire computer—clicking, typing, and navigating any application or website. Automate legacy software, internal tools, or any GUI application.
**No JSON, No Field Mapping, No Complexity**
Forget about mapping data fields between nodes or understanding JSON structures. Actionist intelligently passes data between actions without any manual configuration. What takes hours in Zapier takes minutes here.
**Non-Technical Users Welcome**
No coding, no API keys, no webhooks to configure. If you can describe what you want, Actionist can build it. Your grandmother could create workflows that would challenge a Zapier expert.
**Best of Both Worlds**
Combine OS-level automation with API integrations and MCP servers. Start with visual automation, then add APIs for speed where available—something impossible with traditional platforms.
#### Platform Comparison
| Feature | Actionist | n8n/Zapier/Make.com |
| - | - | - |
| **Automate ANY software** | ✅ Yes, anything | ❌ Only with APIs |
| **Data mapping required** | ❌ Automatic | ✅ Manual JSON mapping |
| **Technical knowledge needed** | ❌ None | ✅ Significant |
| **Legacy app support** | ✅ Full support | ❌ No support |
| **Visual debugging** | ✅ See actions live | ❌ Abstract data flow |
| **Setup complexity** | Simple prompts | API keys, webhooks, OAuth |
| **Error handling** | Automatic retries | Manual configuration |
| **Learning curve** | Minutes | Days to weeks |
### AI Workflow Generation Examples
**Prompt**: "Research trending topics in my industry and create LinkedIn posts"
**Generated Workflow** (Impossible with Zapier/n8n):
1. **Navigate** to Google News, industry blogs
2. **Click** through trending articles
3. **Content Generation**: Summarize each article using built-in LLM
4. **Content Generation**: Create LinkedIn post with insights
5. **Click** to open LinkedIn in browser
6. **Type Text** to compose post with generated content
7. **Click** to add hashtags and publish
8. **Screenshot** the published post for records
*Uses OS-level control + Content Generation—no APIs needed*
**Prompt**: "Export data from our old desktop ERP to modern cloud system"
**Generated Workflow** (Only possible with Actionist):
1. **Click** to open legacy ERP application
2. **Navigate** through desktop app menus
3. **Type Text** to enter search criteria
4. **Click** export button
5. **Wait** for file download
6. **Content Generation**: Transform data format
7. **API Call**: Upload to cloud system
8. **Email Handler**: Send completion report
*Automates software with no API—impossible for competitors*
**Prompt**: "Find LinkedIn profiles, analyze their content, and personalize outreach"
**Generated Workflow**:
1. **Navigate** to LinkedIn profile URL
2. **Click** through posts and activity
3. **Content Generation**: Analyze person's interests and expertise
4. **Content Generation**: Create personalized connection message
5. **Click** connect button
6. **Type Text** personalized message
7. **MCP Server**: Update CRM with enriched data
8. **Ask Human**: Review message before sending (optional)
*Combines visual scraping + AI analysis + human oversight*
**Prompt**: "Process contracts across multiple systems without APIs"
**Generated Workflow**:
1. **Email Handler**: Receive contract PDF
2. **Content Generation**: Extract key terms and dates
3. **Click** to open internal legal system
4. **Type Text** to create new contract entry
5. **Navigate** through approval workflow
6. **Screenshot** confirmation for audit
7. **Click** to open accounting software
8. **Type Text** payment terms
9. **Content Generation**: Create summary for stakeholders
10. **Email Handler**: Send notifications
*End-to-end automation across disconnected systems*
### Advanced Capabilities
The AI understands and implements:
* Multi-branch conditionals (IF/THEN/ELSE chains)
* Loops and iterations (process lists, repeat until conditions)
* Parallel processing (run multiple actions simultaneously)
* Error handling and retries
* Data transformations and formatting
The workflow generator improves over time:
* Learns from your editing patterns
* Suggests commonly used node combinations
* Remembers your app preferences
* Adapts to your business terminology
* Recommends optimizations based on performance
Access thousands of pre-built workflow templates:
* Industry-specific automation patterns
* Common business processes
* Community-contributed workflows
* Certified best practices
* One-click deployment
### Workflow Configuration Interface
**Professional Workflow Management**: Every workflow in Actionist comes with a comprehensive configuration interface that ensures reliability, maintainability, and scalability—without the complexity.
#### Configuration Sections
**Essential Workflow Details**:
* **Title**: Clear, descriptive name for your workflow
* **Description**: Detailed explanation of what the workflow does
* **Tags**: Categorize with tags like `automation`, `lead-generation`, `social`, etc.
* **Icon**: Visual identifier for quick recognition
Example:
* Title: "LinkedIn: Auto-connect with personalized messages"
* Description: "Search LinkedIn for posts about specific terms, analyze engagement, and send personalized connection requests to high-value prospects"
* Tags: `linkedin`, `automation`, `lead-generation`, `social`
**Preconditions & Success Criteria**:
**Preconditions**:
* Define what must be ready before execution
* Examples: "Must be logged into LinkedIn", "Chrome browser required", "VPN connection needed"
**Success Criteria**:
* What constitutes successful completion
* Examples: "All connection requests sent", "Data exported to CRM", "Report generated"
**Domain Restrictions**:
* Limit workflow to specific websites
* Ensures workflows only run where intended
* Example: `linkedin.com` only
**Dynamic Input Parameters**:
Configure variables that make workflows reusable:
| Variable | Type | Description | Default |
| - | - | - | - |
| `searchTerm` | Text | LinkedIn search keyword | "AI automation" |
| `minEngagements` | Number | Minimum post engagement | 50 |
| `minConnections` | Number | Minimum profile connections | 500 |
| `maxRequests` | Number | Daily request limit | 20 |
| `messageTemplate` | Text | Connection message | Personalized template |
All variables support:
* Required/optional flags
* Type validation (Text, Number, Boolean, Date, List)
* Default values
* Descriptions for clarity
**Execution Rules & Safety**:
Built-in rules ensure safe, reliable automation:
**Automatic Rules**:
* ✓ Wait for page elements before interaction
* ✓ Retry failed clicks (up to 3 times)
* ✓ Respect rate limits
* ✓ Use iteration safety limits
* ✓ Handle timeouts gracefully
**Custom Rules**:
* Add business-specific conditions
* Set execution windows
* Define failure thresholds
* Create dependency checks
**Ask Human Checkpoints**:
Define when human review is needed:
**Optional Reviews**:
* "Review generated message before sending"
* "Approve data before export"
* "Verify extraction accuracy"
**Manual Controls**:
* "Stop workflow manually at any time"
* "Pause for human decision"
* "Request approval for sensitive actions"
These ensure critical decisions remain under human control while automating everything else.
#### Configuration Best Practices
Begin with basic workflows and progressively add:
1. Variables for flexibility
2. Rules for reliability
3. Human checkpoints for safety
4. Advanced logic for complexity
Clear naming helps with:
* Finding workflows quickly
* Understanding purpose at a glance
* Sharing with team members
* Debugging issues
Configure safety limits to:
* Prevent infinite loops
* Respect platform rate limits
* Avoid account restrictions
* Maintain system performance
### Why It's Revolutionary
**The Automation Platform That Actually Works**: While competitors force you to become a developer to connect APIs, Actionist lets you automate like a human would—by simply interacting with the screen. No code, no JSON, no complexity.
#### The Fundamental Difference
**Traditional Platforms (n8n, Zapier, Make.com)**:
* ❌ Limited to \~2,000 apps with APIs
* ❌ Hours mapping JSON fields between nodes
* ❌ Break when APIs change
* ❌ Can't automate desktop software
* ❌ Require technical expertise
* ❌ Different integration for each app
* ❌ Can't handle visual elements
**Actionist Workflow Engine**:
* ✅ Automates ANYTHING on your screen
* ✅ Zero data mapping—it just flows
* ✅ Works with any software, any website
* ✅ Visual automation anyone can understand
* ✅ One approach works everywhere
* ✅ Sees and interacts like a human
* ✅ Combines OS control with APIs when needed
#### Real-World Impact
**Zapier**: 2-4 hours configuring APIs, webhooks, field mappings **Actionist**: 5 minutes describing what you want
**n8n**: Constant fixes when APIs change or fields move **Actionist**: Self-adapting to UI changes
**Make.com**: Can't touch your desktop apps or legacy systems **Actionist**: Automates your entire digital workspace
**Traditional**: Weeks learning APIs, authentication, data structures **Actionist**: If you can use a computer, you can build automations
## Recording a Workflow (Legacy)
## What Are Agents?
**Think of Agents as Digital Employees**: Each agent is a specialized AI team member with a specific role, personality, and set of skills. They work 24/7, never need breaks, and get smarter with every task they complete.
**Complete Identity**: Each Agent has its own memory system, workflow library, calendar, variables, and file access. It remembers past work and builds on previous context, becoming a fully configured AI employee with persistent knowledge.
**Responsibilities:**
* Social media management
* Content creation & scheduling
* Engagement tracking
* Campaign optimization
* Competitor analysis
**Example Personality:** Professional, creative, trend-aware
**Responsibilities:**
* Lead qualification
* CRM management
* Follow-up sequences
* Meeting scheduling
* Pipeline reporting
**Example Personality:** Persistent, friendly, results-driven
**Responsibilities:**
* Resume screening
* Interview coordination
* Onboarding automation
* Document management
* Compliance tracking
**Example Personality:** Detail-oriented, empathetic, organized
**Responsibilities:**
* Process optimization
* Data entry & migration
* Report generation
* Inventory management
* Quality assurance
**Example Personality:** Efficient, analytical, systematic
## What Are Workflows?
Workflows are the **individual tasks** that agents perform. Think of them as detailed instructions written in plain English that tell your agent exactly what to do.
**Workflow:** Daily LinkedIn Engagement
```
1. Open LinkedIn
2. Go to home feed
3. Find posts about "AI" or "automation"
4. Leave thoughtful comment on each post
5. Connect with other commenters
6. Log engagement in spreadsheet
```
Time to create: **2 minutes** Time saved daily: **2 hours**
**Workflow:** Complete Sales Pipeline
```
1. Import leads from CSV
2. FOR EACH lead:
- Research company on LinkedIn
- Find decision maker's email
- Generate personalized email
- IF response received:
- Schedule meeting
- Send calendar invite
- ELSE:
- Add to follow-up sequence
3. Update CRM with all activities
4. Generate daily report
```
Time to create: **10 minutes** Time saved weekly: **20 hours**
## Creating Your First Agent
Select from pre-configured templates or create custom:
Quick start with proven agent configurations
Design an agent for your specific needs
Get community-created agents instantly
Define how your agent behaves:
* **Department**: Marketing, Sales, HR, Operations, etc.
* **Communication Style**: Formal, casual, friendly, professional
* **Decision Making**: Conservative, balanced, aggressive
* **Work Hours**: 24/7 or specific schedule
Start with 2-3 core workflows:
* Choose from marketplace
* Record your own
* Build with visual editor
Provide essential knowledge:
* Login credentials (encrypted)
* Platform preferences
* Company information
* Brand guidelines
## Building Workflows: Three Methods
### Method 1: Screen Recording (Easiest)
Click the record button and Actionist starts watching
Perform the task normally while Actionist learns
Mark fields that change each time
Highlight decision points
Set confirmation checkpoints
Actionist converts your actions into readable steps
### Method 2: Visual Workflow Builder
Drag and drop these nodes to build complex logic:
| Node Type | Purpose | Example Use |
| - | - | - |
| **Action** | Perform GUI actions | Click button, type text |
| **Decision** | Branching logic | IF price > \$100 THEN... |
| **Loop** | Repeat actions | Process all items in list |
| **Wait** | Pause execution | Wait for page load |
| **Chain** | Link workflows | Start another workflow |
| **Human** | Get approval | Confirm before sending |
| **Error** | Handle failures | Retry or alert on error |
* Draw connections between nodes
* Set data flow direction
* Configure pass-through variables
* Add conditional paths
* Run in test mode
* Step through node by node
* Inspect variables at each step
* Fix issues before deploying
### Method 3: Import from Marketplace
**Instant Automation**: Access thousands of pre-built workflows. Customize variables to match your needs and start automating in seconds.
## Workflow Configuration Deep Dive
### Dynamic Inputs for Flexibility
Variables make workflows reusable and powerful:
```yaml Basic Variables theme={null}
email_subject: "Weekly Report"
recipient_list: "team@company.com"
report_date: "{today}"
priority_level: "high"
```
```yaml Advanced Variables theme={null}
customer_segments: ["enterprise", "SMB", "startup"]
price_threshold: 1000
discount_percentage: 15
approval_required: true
escalation_email: "manager@company.com"
```
**Variable Types:**
* **Text**: Names, descriptions, messages
* **Numbers**: Quantities, prices, thresholds
* **Dates**: Deadlines, schedules, ranges
* **Lists**: Multiple items, categories
* **Booleans**: Yes/no decisions
* **Files**: Paths, attachments, uploads
### Human-Readable Instructions
Write steps like you're explaining to a colleague:
```text Simple Steps theme={null}
1. Open Gmail
2. Click "Compose"
3. Enter recipient email
4. Type subject line
5. Write message body
6. Click "Send"
```
```text Complex Steps with Logic theme={null}
1. Open CRM dashboard
2. Navigate to "Leads" section
3. Filter by "Last 7 days"
4. FOR EACH lead in list:
a. Check lead score
b. IF score > 80:
- Mark as "Hot Lead"
- Assign to senior sales
c. ELSE IF score > 50:
- Mark as "Warm Lead"
- Add to nurture campaign
d. ELSE:
- Mark as "Cold Lead"
- Schedule follow-up in 30 days
5. Export results to CSV
6. Email report to sales manager
```
### Constraints and Conditions
Rules ensure workflows behave correctly:
* Only process during business hours (9 AM - 6 PM)
* Skip weekends and holidays
* Respect rate limits (max 100 emails/hour)
* Stay within budget constraints
* Verify data before processing
* Check for duplicates
* Validate email formats
* Ensure required fields are filled
* Get approval for amounts > \$1000
* Confirm before bulk operations
* Create backups before modifications
* Log all critical actions
### When to Require Confirmation
Strategic points for human oversight:
**Critical Actions Always Need Confirmation:**
* Financial transactions
* Mass communications (>100 recipients)
* Data deletion
* Contract agreements
* Hiring decisions
**How It Works:**
1. Workflow reaches checkpoint
2. Agent pauses execution
3. Sends notification (App, Telegram, WhatsApp, Email)
4. Waits for human response
5. Continues based on input
**Autopilot Mode:** Can bypass confirmations for trusted workflows (use carefully!)
## Advanced Features
### Chains: Multi-Workflow Orchestration
Link workflows together for complex automation:
**Workflow 1:** Scrape LinkedIn → **Output:** Lead list CSV
**Workflow 2:** Process CSV → **Output:** Enriched database
**Workflow 3:** Send emails → **Output:** Campaign metrics
**Workflow 4:** Monitor responses → **Output:** Meeting scheduled
### Intelligent Features
Process lists intelligently with conditional exits and error handling
Run multiple workflows simultaneously for maximum efficiency
Let the LAM make context-aware decisions during execution
Automatic retry logic and graceful failure handling
Track execution time, success rates, and optimization opportunities
Roll back to previous versions if needed
## Real-World Examples
### See Actionist in Action
Explore detailed demonstrations of real workflows with video examples, step-by-step breakdowns, and ROI calculations.
**Watch Demo**: Professional network engagement
* 2-3 hours saved daily
* 1,700-2,900% ROI
* Includes full video walkthrough
**Watch Demo**: AI content generation & distribution
* 4-5 hours saved daily
* 3,100-4,700% ROI
* Multi-platform publishing
**Watch Demo**: Complete hiring automation
* 40+ hours saved per role
* 3,600-5,200% ROI
* From screening to scheduling
**Watch Demo**: Lead management & campaigns
* 6-8 hours saved daily
* 3,100-5,000% ROI
* Full pipeline automation
**More Examples Available**: Visit our [complete demos page](/actionist/app-demos-and-examples) to explore additional industry-specific workflows, cost comparisons, and implementation strategies.
## Best Practices
1. Begin with one simple workflow
2. Test thoroughly before expanding
3. Add complexity gradually
4. Chain workflows once stable
5. Share successful workflows in marketplace
**Good Names:**
* `LinkedIn_Daily_Engagement_AI_Topics`
* `Email_Campaign_Tech_Startups_Q4`
* `Invoice_Processing_Accounts_Payable`
**Bad Names:**
* `Workflow_1`
* `Test`
* `LinkedIn_Thing`
Before deploying any workflow:
* Run in test mode first
* Try different input variations
* Test error scenarios
* Verify output quality
* Check performance metrics
* Store credentials in encrypted memory
* Use approval checkpoints for sensitive actions
* Implement rate limiting
* Log all critical operations
* Regular security audits
## Get Started Now
Get the desktop app and start building
Find pre-built workflows for instant automation
See real examples across industries
**Remember**: Every workflow you create strengthens the community-owned alternative to Big Tech's automation monopoly. You're not just saving time—you're building the future of work.
***
**Transform your computer into an autonomous workforce.**
**No code. No limits. Complete ownership.**
# App Demos and Examples
Source: https://docs.actionmodel.com/actionist/app-demos-and-examples
Real-world demonstrations of Actionist automating complex tasks across industries. See how 1 billion jobs become infinite automation possibilities.
## 1 Billion Jobs, Infinite Automation Possibilities
There are approximately **1 billion people** employed to work behind computers worldwide. Every single one of these jobs relies on just three tools:
1. **👁️ Looking at the screen**
2. **🖱️ Using the mouse**
3. **⌨️ Using the keyboard**
AI can now utilize all three. The result? Computer agents like Actionist can perform **any computer-based work**, creating nearly infinite use cases.
**The Reality Check**: If your job involves a computer, Actionist can do it. The question isn't whether AI will automate your work—it's whether you'll own the AI that does it.
## Featured Demonstrations
### Watch Actionist in Action
**Video Demos**: The following examples include video demonstrations. Each videos is 100% controlled by the Actionist desktop application running on a Macbook Pro.
### Quick Navigation to Demos
Professional network engagement and lead generation on autopilot
AI-powered content generation and multi-platform publishing
Complete hiring pipeline from CV screening to scheduling
Automated lead management and email campaigns
## Marketing & Social Media
### LinkedIn Automation
**Category**: Marketing, Lead Generation\
**Time Saved**: 2-3 hours daily\
**Difficulty**: Simple
**What It Does:**
* Scrolls through your LinkedIn feed intelligently
* Identifies AI-related content (or any topic you specify)
* Leaves engaging, contextually relevant comments
* Builds your professional presence automatically
**Step-by-Step Actions:**
1. Open LinkedIn and navigate to feed
2. Analyze each post for relevance to specified topics
3. Generate personalized, professional comment
4. Post comment and track engagement
5. Move to next relevant post
6. Optional: Message users who also engaged
**Extension Possibility**: Enhance this workflow to automatically message other engaged users, turning passive scrolling into active lead generation.
### 💰 Cost Comparison
**Monthly Investment:**
* Hours: 60 hours (2-3 hrs/day)
* Rate: \$30-50/hour
* **Total: \$1,800-3,000/month**
Plus benefits, equipment, management overhead
**Monthly Investment:**
* Setup: 30 minutes (one-time)
* Token usage: \~\$100 in LAM
* **Total: \$100/month**
ROI: **1,700-2,900% savings**
### Content Creation and Social Media Publishing
**Category**: Social Media Growth\
**Time Saved**: 4-5 hours daily\
**Difficulty**: Intermediate
**What It Does:**
* Creates AI-generated video content
* Downloads and processes media
* Publishes across multiple platforms simultaneously
* Maintains consistent posting schedule
**Step-by-Step Actions:**
1. Navigate to Google's Gemini AI
2. Select video generation feature
3. Input creative prompt (e.g., "Crypto ASMR content")
4. Wait for video generation to complete
5. Download generated video to local storage
6. Open Instagram and navigate to Reels
7. Upload video with optimized captions and hashtags
8. Publish Reel to Instagram
9. Navigate to X.com (Twitter)
10. Craft engaging tweet with context
11. Attach video to tweet
12. Publish post to X
13. Log all actions for analytics
**Scaling Tip**: Schedule this workflow to run multiple times daily across different content themes. One Actionist agent can manage an entire social media empire.
### 💰 Cost Comparison
**Monthly Investment:**
* Hours: 120 hours (4-5 hrs/day)
* Rate: \$20-30/hour (content creator)
* **Total: \$2,400-3,600/month**
Plus software subscriptions, creative tools
**Monthly Investment:**
* Setup: 1 hour (one-time)
* Token usage: \~\$150 in LAM
* **Total: \$150/month**
ROI: **1,500-2,300% savings**
## Human Resources and Operations
### CV Screening & Interview Scheduling
**Category**: HR, Operations\
**Time Saved**: 40+ hours per role\
**Difficulty**: Advanced
**What It Does:**
* Reviews hundreds of CVs against your criteria
* Automatically categorizes candidates
* Schedules interviews with qualified applicants
* Generates employment contracts
**Step-by-Step Actions:**
1. Open folder containing CV submissions
2. Open first CV document
3. Analyze CV against predefined criteria
4. Categorize: Move to "Interview" or "Rejected" folder
5. Loop through all remaining CVs
6. Open Google Calendar
7. Create interview time slots for qualified candidates
8. Generate unique booking links
9. Open Gmail
10. Draft personalized emails to candidates
11. Include calendar booking links
12. Send batch emails
13. Open Google Drive
14. Generate employment contract templates
15. Populate with candidate information
**Time Impact**: This single workflow can save weeks of manual HR work, allowing human HR professionals to focus on actual human interaction and culture building.
### 💰 Cost Comparison
**Monthly Investment:**
* Hours: 50 hours (2 roles @ 25hrs each)
* Rate: \$35-50/hour (HR specialist)
* **Total: \$1,750-2,500/month**
Plus ATS software, job board fees
**Monthly Investment:**
* Setup: 2 hours (one-time)
* Token usage: \~\$75 in LAM
* **Total: \$75/month**
ROI: **2,200-3,200% savings**
## Sales and Customer Relations
### CRM & Email Campaign Automation
**Category**: Sales, Lead Generation\
**Time Saved**: 6-8 hours daily\
**Difficulty**: Intermediate
**What It Does:**
* Imports lead lists into CRM systems
* Configures personalized email campaigns
* Manages follow-up sequences
* Tracks engagement metrics
**Step-by-Step Actions:**
1. Open ReachInbox (or any CRM platform)
2. Navigate to lead import section
3. Upload CSV file containing sales leads
4. Map CSV columns to CRM fields
5. Create new campaign
6. Attach imported leads to campaign
7. Configure email templates with personalization
8. Set follow-up sequences and timing
9. Configure tracking parameters
10. **Ask Human**: Review campaign before launch
11. Launch email outreach campaign
12. Monitor initial sends for deliverability
**Chain Opportunity**: Link this with a lead-gathering workflow that automatically finds and qualifies prospects from LinkedIn, creating a fully automated sales pipeline.
### 💰 Cost Comparison
**Monthly Investment:**
* Hours: 30 hours (setting up and managing campaigns)
* Rate: \$25-40/hour (sales admin)
* **Total: \$750-1,200/month**
Plus CRM licenses, email tools
**Monthly Investment:**
* Setup: 1 hour (one-time)
* Token usage: \~\$125 in LAM
* **Total: \$125/month**
ROI: **500-860% savings**
## The Power of Chains
### Example: Complete Content Pipeline
One of Actionist's most powerful features is **Chains**—linking multiple workflows for complex automation:
Workflow 1: Scrape trending topics from Reddit, Twitter, and news sites
Workflow 2: Generate article/video content based on trends
Workflow 3: Publish to blog, social media, and newsletter
Workflow 4: Track engagement and generate reports
**Result**: A complete content operation that runs 24/7 without human intervention.
## Industry-Specific Solutions
* **Client Reporting**: Automated monthly reports pulling data from multiple platforms
* **Campaign Management**: Bulk campaign creation across client accounts
* **Content Calendar**: Automated posting across all client social accounts
* **Lead Tracking**: Unified lead management across different CRMs
* **Listing Management**: Post properties across multiple platforms
* **Lead Qualification**: Screen and categorize potential buyers/renters
* **Document Processing**: Automate lease agreements and contracts
* **Market Analysis**: Daily competitive analysis reports
* **Appointment Scheduling**: Manage bookings across multiple practitioners
* **Insurance Verification**: Check coverage and process claims
* **Patient Communications**: Automated reminders and follow-ups
* **Report Generation**: Compile patient reports from multiple systems
* **Document Review**: Initial scanning of contracts and agreements
* **Case Research**: Compile relevant precedents and citations
* **Client Communications**: Manage correspondence and updates
* **Billing Automation**: Time tracking and invoice generation
## Build Your Own Automation
### The Beautiful Truth
These examples are just the beginning. Every workflow shown here can be:
* **Customized** to your specific needs
* **Extended** with additional steps
* **Chained** with other workflows
* **Shared** in the marketplace for profit
Browse thousands of pre-built workflows created by the community
Record your screen and let Actionist learn your unique processes
## The Economics of Automation
### ROI Calculator
Consider the LinkedIn automation example:
* **Manual Time**: 2-3 hours daily
* **Human Cost**: \$30-50/hour
* **Monthly Cost**: \$1,800-3,000
With Actionist:
* **Setup Time**: 30 minutes
* **Running Cost**: \~$100 in $LAM tokens
* **Monthly Savings**: \$1,700-2,900
* **ROI**: 1,700-2,900%
**The Disruption**: Every example on this page represents someone's full-time job. The automation revolution isn't coming—it's here. The only question is whether you'll be running the automations or replaced by them.
## Start Automating Today
Pick one repetitive task from your daily work
Use Actionist to record yourself doing the task once
Set the automation to run daily, hourly, or on-demand
Publish to the marketplace and earn when others use your automation
## Join the Automation Revolution
**Remember**: Every workflow you create, every automation you run, strengthens the community-owned alternative to Big Tech's automation monopoly. You're not just saving time—you're securing your stake in the automated future.
Download Actionist and start automating
Deep dive into creating workflows
Monetize your automations
***
**Your job can be automated. Make sure you own the automation.**
**Actionist: Where every click becomes code, every task becomes automatic, and every user becomes an owner.**
# Cloud VPC
Source: https://docs.actionmodel.com/actionist/cloud-vpc
Deploy unlimited AI agents in the cloud. Run 24/7 automation without sacrificing your computer. Scale from one agent to hundreds with enterprise-grade cloud infrastructure.
**The Limitation of Desktop Automation**: When Actionist runs on your local machine, it controls your mouse and keyboard—meaning you can't use your computer. Cloud VPC solves this by giving each agent its own dedicated cloud computer.
## Your AI Workforce in the Cloud
Cloud VPC (Virtual Private Computer) transforms Actionist from a single desktop assistant into an **unlimited army of cloud-based AI employees**. Each agent gets its own Mac or Windows machine in the cloud, working 24/7 without ever touching your local computer.
**Close your laptop. Shut down your PC. Your agent keeps working.** Cloud VPC means no need to leave your computer running. Each agent operates on its own secure, isolated virtual machine dedicated exclusively to your tasks.
## Why Cloud VPC Changes Everything
**Desktop Limitation**: One agent, one computer
**Cloud VPC Power**: Deploy 10, 100, or 1000+ agents simultaneously
**Desktop Limitation**: Stops when you shut down
**Cloud VPC Power**: Runs continuously, even while you sleep
**Desktop Limitation**: Can't use computer during automation
**Cloud VPC Power**: Your computer stays free for your work
**Desktop Limitation**: Single user control
**Cloud VPC Power**: Multiple team members can monitor and manage
## How Cloud VPC Works
Select how many cloud computers you need and their specifications
Assign agents to cloud machines with their workflows and schedules
Each agent controls its own cloud computer, executing tasks 24/7
Stream into any VPC to watch agents work or take manual control when needed
## Cloud Computer Options
### Choose Your Operating System
**Perfect for:**
* Creative workflows (design, video, music)
* iOS app automation
* Safari-specific tasks
* Mac-exclusive software
**Specifications:**
* macOS Ventura or later
* 8-32 GB RAM options
* SSD storage
* Retina display resolution
**Starting at:** \$199/month per agent
**Perfect for:**
* Enterprise software automation
* Microsoft Office workflows
* Windows-specific applications
* Legacy system integration
**Specifications:**
* Windows 10/11 Pro
* 8-64 GB RAM options
* SSD storage
* Full HD or 4K resolution
**Starting at:** \$149/month per agent
**Coming Soon**
**Perfect for:**
* Development workflows
* Server management
* Command-line automation
* Open-source tools
**Specifications:**
* Ubuntu/Debian/CentOS
* Customizable resources
* Developer-focused tools
* Terminal-first design
**Starting at:** \$99/month per agent
## Management Interface
### Real-Time Control Center
**Watch Your Agents Work**
* Stream any VPC in real-time
* See exactly what your agent sees
* Monitor execution progress
* Quality options: 720p, 1080p, 4K
* Low latency (\<100ms)
**Take Control When Needed**
* Instant manual control access
* Pause agent execution
* Perform manual corrections
* Resume automation seamlessly
* Emergency stop capability
**Monitor Your Fleet**
* Dashboard showing all active VPCs
* Status indicators for each agent
* Performance metrics
* Error alerts and notifications
* Bulk management tools
**Work Together**
* Share VPC access with team members
* Role-based permissions
* Audit logs of all actions
* Comments and annotations
* Handoff between team members
## Pricing & Token Economics
### Subscription Model
**Simple Pricing**: B2B and Enterprise customers pay monthly subscriptions in fiat currency (USD, EUR, GBP). This revenue is automatically converted to \$LAM tokens to fuel your agents' actions, creating constant buy pressure for the token economy.
**\$149-199/month per agent**
Includes:
* 1 Cloud VPC (Mac or Windows)
* 720 hours/month runtime
* 100,000 actions/month
* Basic support
* 5GB storage
Perfect for: Small businesses, solopreneurs
**\$499/month per agent**
Includes:
* 1 Premium Cloud VPC
* Unlimited runtime
* 500,000 actions/month
* Priority support
* 50GB storage
* API access
Perfect for: Growing businesses, agencies
**Custom Pricing**
Includes:
* Unlimited Cloud VPCs
* Unlimited actions
* Dedicated support
* Custom storage
* SLA guarantees
* Private cloud options
Perfect for: Large organizations
### Web3 Payment Option
\*\*$LAM Token Holders Get 10% Discount**: Connect your wallet and pay directly in $LAM tokens for reduced pricing. This creates additional utility for token holders while supporting the ecosystem.
## Business Use Cases
### Real-World Applications
**Challenge**: Handle 10,000+ support tickets daily
**Solution**: Deploy 50 Cloud VPC agents working 24/7
**Result**:
* 95% ticket resolution rate
* 2-minute average response time
* \$500K annual savings
**Challenge**: Personalize outreach to 100,000 prospects
**Solution**: 20 Cloud VPC agents running parallel campaigns
**Result**:
* 10,000 personalized emails daily
* 3x response rate improvement
* 50 meetings booked per day
**Challenge**: Migrate data across 15 different systems
**Solution**: 30 Cloud VPC agents processing simultaneously
**Result**:
* 6-month project completed in 2 weeks
* Zero data loss
* 24/7 processing capability
**Challenge**: Manage 50 social media accounts
**Solution**: 10 Cloud VPC agents creating and posting content
**Result**:
* 500+ posts per day
* Consistent brand voice
* 200% engagement increase
## Technical Specifications
### Infrastructure Details
| Specification | Standard | Premium | Enterprise |
| - | - | - | - |
| **CPU Cores** | 2-4 | 4-8 | 8-32 |
| **RAM** | 8GB | 16-32GB | 64GB+ |
| **Storage** | 128GB SSD | 512GB SSD | 2TB+ NVMe |
| **Network** | 100 Mbps | 1 Gbps | 10 Gbps |
| **Uptime SLA** | 99.5% | 99.9% | 99.99% |
**Enterprise-Grade Protection**
* End-to-end encryption
* Isolated VPC environments
* No data persistence between sessions
* SOC 2 Type II compliance
* GDPR compliant
* Regular security audits
**Access Control**
* Multi-factor authentication
* IP whitelisting
* Role-based permissions
* Session recording
* Audit logs
**Connect Everything**
* VPN support for private networks
* Proxy configuration
* Custom DNS settings
* Browser profile management
* Extension support
* API webhooks
## Scaling Your Operation
### From One Agent to Enterprise Fleet
Begin with 1-2 Cloud VPC agents for critical workflows
Measure ROI and time savings from initial deployment
Add agents for new departments and workflows
Balance agent allocation based on workload patterns
Deploy comprehensive automation across entire organization
### Fleet Management Best Practices
Create specialized agents for different tasks:
* **Data Entry Specialists**: High-accuracy, repetitive tasks
* **Research Analysts**: Web scraping and information gathering
* **Communication Managers**: Email and social media
* **Process Automators**: Multi-step workflow execution
Distribute work efficiently:
* Round-robin task assignment
* Priority-based routing
* Workload monitoring
* Automatic failover
* Peak time scaling
Maximize ROI:
* Schedule agents during peak hours only
* Share agents across time zones
* Use lower-tier VPCs for simple tasks
* Monitor usage patterns
* Optimize workflow efficiency
## Global Infrastructure
### Data Centers Worldwide
**Low Latency Everywhere**: Cloud VPCs are deployed across multiple regions to ensure fast, reliable access no matter where you or your target websites are located.
**Available Regions:**
* 🇺🇸 North America (US-East, US-West, Canada)
* 🇪🇺 Europe (London, Frankfurt, Amsterdam)
* 🇦🇺 Asia-Pacific (Singapore, Sydney, Tokyo)
* 🇦🇪 Middle East (Dubai)
* 🇧🇷 South America (São Paulo)
**Coming Soon:**
* 🇮🇳 India (Mumbai)
* 🇿🇦 Africa (Cape Town)
* 🇲🇽 Mexico (Mexico City)
## Communication Channels
### Stay Connected with Your Agents
Receive updates and confirmations directly in WhatsApp
Get instant notifications and control agents via Telegram bot
Detailed reports and summaries sent to your inbox
Integrate with team Slack for collaborative monitoring
Custom integrations with your existing tools
Real-time notifications in the Actionist dashboard
## Getting Started with Cloud VPC
Access the Cloud VPC section in your Actionist dashboard
Select the number of agents and specifications needed
* Select OS (Mac/Windows)
* Assign workflows
* Set schedule
* Configure notifications
Launch your agent and watch it work through the streaming interface
Add more agents as you identify new automation opportunities
## ❓ Frequently Asked Questions
Yes! All workflows, agents, and memories seamlessly transfer from desktop to cloud. Simply export from desktop and import to your Cloud VPC.
Agents have built-in error recovery. If they can't resolve an issue, they'll pause, take a screenshot, notify you, and wait for instructions. You can then stream in to fix the issue manually.
Absolutely! You can deploy multiple agents working in parallel on different parts of the same project, dramatically reducing completion time.
Yes. Each VPC is isolated, encrypted, and ephemeral. No data persists between sessions unless explicitly saved to your secure storage.
Yes. You can install and authenticate any software in your Cloud VPC, just like on a regular computer.
## 💡 The Revolution Scales
**The Game-Changing Reality**: While Big Tech wants to sell you API-based automation that works with 0.1% of the internet, Cloud VPC gives you GUI-based automation that works with 100% of websites and applications—all running 24/7 in the cloud.
**You're Not Just Scaling Automation**: Every Cloud VPC subscription converts fiat to \$LAM tokens, creating constant buy pressure that benefits all token holders. Business adoption directly drives token value, rewarding the community that built this technology.
## Start Your Cloud Revolution
Try Cloud VPC free for 7 days
See how much you'll save
Get a personalized walkthrough
***
**Cloud VPC: Where desktop automation becomes enterprise scale.**
**One agent becomes an army. Your computer stays yours. The revolution runs 24/7.**
# Triggers
Source: https://docs.actionmodel.com/actionist/triggers
Launch automations automatically based on any event. From emails to webhooks, file changes to time schedules, make your AI workforce truly autonomous with intelligent triggers.
## Automation That Never Sleeps
Triggers transform your agents from on-demand workers into **proactive digital employees** that spring into action the moment something happens. No more manual starts, no more missed opportunities—just intelligent automation responding to your world in real-time.
**The Autonomy Revolution**: While others require you to manually start every automation, Action Model agents wake up and work based on ANY trigger—emails, messages, API calls, file changes, or custom events—creating truly autonomous operations.
## Core Trigger Types
Schedule workflows at specific times or intervals
React to system events, file changes, or application actions
Respond to emails, messages, or notifications
Listen for API calls and external system events
Monitor databases, spreadsheets, or APIs for updates
Intelligent triggers based on content analysis
## Time-Based Triggers
### Schedule Your Digital Workforce
**Basic Time Triggers:**
Run workflows at specific times each day:
* **Morning Reports**: 9 AM daily summary
* **Lunch Break Tasks**: 12 PM automation
* **End of Day**: 5 PM cleanup and backup
* **Overnight Processing**: 2 AM heavy tasks
**Configuration:**
```yaml theme={null}
trigger:
type: daily
time: "09:00"
timezone: "America/New_York"
skip_weekends: true
skip_holidays: true
```
Execute on specific days and times:
* **Monday Morning**: Week planning workflows
* **Wednesday Check-ins**: Mid-week reports
* **Friday Summaries**: Weekly wrap-ups
* **Weekend Maintenance**: Saturday cleanups
**Configuration:**
```yaml theme={null}
trigger:
type: weekly
days: ["Monday", "Wednesday", "Friday"]
time: "10:00"
timezone: "UTC"
```
Run on specific dates each month:
* **Month Start**: First day processing
* **Mid-Month**: 15th day reviews
* **Month End**: Last day reports
* **Quarterly**: Every 3 months
**Configuration:**
```yaml theme={null}
trigger:
type: monthly
day: 1 # or "last", "15", etc.
time: "08:00"
months: ["January", "April", "July", "October"]
```
**Complex Time Patterns:**
Use cron syntax for precise control:
```yaml theme={null}
# Every 15 minutes during business hours
trigger:
type: cron
expression: "*/15 9-17 * * MON-FRI"
# First Monday of every month at 10 AM
trigger:
type: cron
expression: "0 10 1-7 * MON"
# Every hour between 8 AM and 8 PM
trigger:
type: cron
expression: "0 8-20 * * *"
```
**Common Patterns:**
* `*/5 * * * *` - Every 5 minutes
* `0 */2 * * *` - Every 2 hours
* `0 9-17 * * 1-5` - Every hour, 9-5, weekdays
* `0 0 * * 0` - Weekly on Sunday midnight
Run repeatedly with specific gaps:
```yaml theme={null}
trigger:
type: interval
every: 30 # minutes
between:
start: "08:00"
end: "18:00"
conditions:
- business_hours_only: true
- max_runs_per_day: 20
```
**Use Cases:**
* Check for new data every 10 minutes
* Sync systems every hour
* Monitor prices every 30 minutes
* Process queue every 5 minutes
AI-optimized timing based on patterns:
**Adaptive Scheduling:**
* Learn optimal execution times
* Avoid system peak loads
* Respect rate limits automatically
* Adjust for time zones dynamically
**Example:**
```yaml theme={null}
trigger:
type: smart
goal: "maximize_success_rate"
constraints:
- avoid_peak_hours: true
- respect_api_limits: true
- optimize_for_speed: true
```
## Communication Triggers
### React to Messages Instantly
**Monitor Inboxes and React:**
Set up email account access:
```yaml theme={null}
trigger:
type: email
provider: "gmail" # or outlook, yahoo, imap
account: "support@company.com"
folder: "INBOX"
```
Specify what emails trigger workflows:
```yaml theme={null}
conditions:
- subject_contains: ["urgent", "invoice", "order"]
- from_domain: "@client.com"
- has_attachment: true
- is_unread: true
```
Pass email content to workflow:
```yaml theme={null}
variables:
- email_subject: "${trigger.subject}"
- email_body: "${trigger.body}"
- sender: "${trigger.from}"
- attachments: "${trigger.attachments}"
```
Workflow automatically processes the email and takes action
**Common Email Triggers:**
* Invoice processing from specific vendors
* Customer support ticket creation
* Order confirmation handling
* Newsletter subscription management
* Out-of-office auto-responses
**Instant Message Monitoring:**
```yaml theme={null}
trigger:
type: slack
events:
- message_posted
- mention
- file_shared
- reaction_added
channels: ["#sales", "#support"]
keywords: ["help", "urgent", "@bot"]
```
**Use Cases:**
* Respond to mentions
* Process commands
* Archive important messages
* Generate summaries
```yaml theme={null}
trigger:
type: teams
events:
- new_message
- meeting_scheduled
- file_uploaded
teams: ["Marketing", "Sales"]
respond_to: ["questions", "requests"]
```
**Use Cases:**
* Meeting note automation
* Task creation from messages
* File organization
* Status updates
```yaml theme={null}
trigger:
type: whatsapp
events:
- message_received
- media_received
- status_update
from_contacts: true
business_hours_only: false
```
**Use Cases:**
* Customer inquiries
* Order updates
* Appointment reminders
* Support tickets
```yaml theme={null}
trigger:
type: sms
provider: "twilio"
events:
- incoming_message
keywords: ["STOP", "HELP", "ORDER"]
auto_response: true
```
**Use Cases:**
* Verification codes
* Alerts processing
* Quick responses
* Order tracking
## Webhook Triggers
### API-Driven Automation
**Universal Integration**: Webhooks allow ANY system to trigger your workflows, making Action Model the universal automation hub for your entire tech stack.
**Receive Data from Any System:**
Create unique endpoint for your workflow:
```
https://api.actionmodel.com/webhooks/wf_abc123xyz
```
Secure your webhook:
```yaml theme={null}
webhook:
auth_type: "bearer_token" # or basic_auth, api_key
token: "${WEBHOOK_SECRET}"
validate_signature: true
allowed_ips: ["192.168.1.0/24"]
```
Extract and validate payload:
```yaml theme={null}
data_mapping:
customer_id: "$.payload.customer.id"
order_amount: "$.payload.order.total"
items: "$.payload.order.items[*]"
timestamp: "$.headers.x-timestamp"
```
Process the data and execute automation
**Common Webhook Sources:**
* E-commerce platforms (Shopify, WooCommerce)
* Payment processors (Stripe, PayPal)
* CRM systems (Salesforce, HubSpot)
* Form builders (Typeform, Google Forms)
* GitHub/GitLab/Bitbucket
* Monitoring tools (Datadog, New Relic)
**Pre-configured Platform Triggers:**
```yaml theme={null}
trigger:
type: stripe_webhook
events:
- payment_intent.succeeded
- customer.subscription.created
- invoice.payment_failed
- charge.dispute.created
actions:
- update_crm
- send_receipt
- create_invoice
- alert_team
```
```yaml theme={null}
trigger:
type: github_webhook
repository: "company/project"
events:
- push
- pull_request
- issue_created
- release_published
branch_filter: ["main", "develop"]
```
```yaml theme={null}
trigger:
type: shopify_webhook
events:
- orders/create
- orders/fulfilled
- customers/create
- products/update
filters:
- total_price: ">100"
- fulfillment_status: "fulfilled"
```
```yaml theme={null}
trigger:
type: custom_webhook
endpoint: "/api/trigger/custom"
method: ["POST", "PUT"]
headers:
content_type: "application/json"
x_api_key: "${API_KEY}"
validation:
schema: "json_schema_v4"
required_fields: ["id", "action", "data"]
```
## File & Folder Triggers
### Monitor Your File System
**Watch for File System Changes:**
```yaml theme={null}
trigger:
type: file_system
paths:
- "/Users/Downloads/*.pdf"
- "/Documents/Invoices/"
- "C:/Data/Input/*.csv"
events:
- file_created
- file_modified
- file_deleted
- folder_created
filters:
- extension: [".pdf", ".xlsx", ".docx"]
- size: "<10MB"
- modified: "last_5_minutes"
```
**Use Cases:**
* Process new downloads automatically
* Backup modified files
* Convert file formats
* Organize incoming documents
* Extract data from new reports
**Monitor Cloud Drives:**
```yaml theme={null}
trigger:
type: google_drive
folder: "/Shared/Invoices"
events: ["file_uploaded"]
share_notification: true
```
```yaml theme={null}
trigger:
type: dropbox
path: "/Team/Reports"
events: ["file_added", "file_modified"]
recursive: true
```
```yaml theme={null}
trigger:
type: onedrive
folder: "/Documents/Contracts"
events: ["new_file"]
file_types: [".pdf", ".docx"]
```
**Watch Remote Servers:**
```yaml theme={null}
trigger:
type: ftp
server: "ftp.company.com"
path: "/incoming/"
poll_interval: 5 # minutes
events:
- new_file
- file_complete # Wait for upload to finish
process:
- download_file
- process_locally
- move_to_processed
- delete_original
```
## AI-Powered Triggers
### Intelligent Event Detection
**Trigger Based on Content Understanding:**
```yaml theme={null}
trigger:
type: sentiment_analysis
source: "twitter_mentions"
conditions:
- sentiment: "negative"
- confidence: ">0.8"
- urgency: "high"
actions:
- alert_support_team
- create_priority_ticket
- draft_response
```
**Applications:**
* Crisis management
* Customer satisfaction monitoring
* Brand reputation tracking
* Review response automation
```yaml theme={null}
trigger:
type: pattern_detection
monitor: "sales_data"
patterns:
- anomaly_detection: true
- trend_reversal: true
- threshold_breach: ">$10000"
alert_when:
- unusual_spike
- sudden_drop
- pattern_break
```
**Applications:**
* Fraud detection
* Performance monitoring
* Predictive maintenance
* Market analysis
```yaml theme={null}
trigger:
type: image_recognition
source: "security_camera"
detect:
- object: "package"
- person: "at_door"
- text: "delivery"
- motion: true
confidence_threshold: 0.85
```
**Applications:**
* Security monitoring
* Inventory tracking
* Quality control
* Document processing
**Anticipate Events Before They Happen:**
**Proactive Automation**: Don't just react—predict and prevent. AI triggers can forecast events and launch workflows preemptively.
```yaml theme={null}
trigger:
type: predictive
model: "sales_forecast"
conditions:
- predicted_value: "0.75"
- time_horizon: "next_7_days"
preventive_actions:
- increase_marketing_spend
- alert_sales_team
- adjust_inventory
```
```yaml theme={null}
trigger:
type: risk_assessment
monitor: ["customer_behavior", "payment_history"]
risk_factors:
- churn_probability: ">0.7"
- payment_default_risk: "high"
- usage_decline: ">30%"
mitigation:
- send_retention_offer
- schedule_check_in_call
- adjust_credit_limit
```
```yaml theme={null}
trigger:
type: capacity_planning
metrics: ["cpu_usage", "queue_length", "response_time"]
predictions:
- overload_in: "30_minutes"
- capacity_breach: "imminent"
actions:
- scale_resources
- redistribute_load
- alert_ops_team
```
## Custom Triggers
### Build Your Own Trigger Logic
```javascript theme={null}
// Custom trigger that monitors multiple conditions
class CustomTrigger {
constructor(config) {
this.config = config;
this.lastCheck = null;
}
async shouldTrigger() {
// Check multiple data sources
const metrics = await this.fetchMetrics();
const alerts = await this.checkAlerts();
const time = new Date();
// Complex trigger logic
if (metrics.sales < this.config.threshold &&
alerts.priority === 'high' &&
time.getHours() >= 9 && time.getHours() <= 17) {
return {
trigger: true,
data: {
sales: metrics.sales,
alert: alerts.message,
timestamp: time.toISOString()
}
};
}
return { trigger: false };
}
async fetchMetrics() {
// Fetch from your data source
return await api.get('/metrics/sales');
}
async checkAlerts() {
// Check alert system
return await api.get('/alerts/latest');
}
}
```
**Combine Multiple Trigger Conditions:**
```yaml theme={null}
trigger:
type: composite
require: "all" # or "any", "custom"
conditions:
- time:
after: "09:00"
before: "17:00"
weekdays_only: true
- email:
from: "@important-client.com"
subject_contains: "urgent"
- file:
exists: "/data/ready.flag"
- api:
endpoint: "https://api.service.com/status"
response_contains: "ready"
logic: |
(time AND email) OR
(file AND api) OR
(email.priority == "high")
```
**Sequential Trigger Patterns:**
```yaml theme={null}
trigger_chain:
name: "Order Processing Chain"
step_1:
trigger: email
condition: "subject contains 'new order'"
output: order_id
step_2:
trigger: webhook
condition: "payment.confirmed for {order_id}"
wait_timeout: 3600 # 1 hour
step_3:
trigger: file
condition: "invoice_{order_id}.pdf created"
on_complete:
action: "process_complete_order"
on_timeout:
action: "escalate_to_human"
```
## Trigger Management
### Monitor and Control Your Triggers
**Real-time Trigger Monitoring:**
| Metric | Description | Current |
| - | - | - |
| **Active Triggers** | Currently monitoring | 47 |
| **Fired Today** | Triggers activated | 1,234 |
| **Success Rate** | Successful workflow starts | 98.5% |
| **Avg Response Time** | Trigger to action | 230ms |
| **Failed Triggers** | Errors in last 24h | 12 |
**Features:**
* Live trigger status
* Execution history
* Performance metrics
* Error logs
* Testing interface
**Advanced Filtering and Rules:**
```yaml theme={null}
global_conditions:
business_hours:
timezone: "America/New_York"
days: ["Mon", "Tue", "Wed", "Thu", "Fri"]
hours: "09:00-17:00"
rate_limiting:
max_per_minute: 10
max_per_hour: 100
max_per_day: 1000
error_handling:
max_retries: 3
retry_delay: 60 # seconds
exponential_backoff: true
deduplication:
enabled: true
window: 300 # seconds
key: "${trigger.id}"
```
**Test Before Deploying:**
Test triggers without executing workflows
Use test data to verify trigger logic
See exactly what data triggers pass to workflows
Ensure triggers can handle expected load
## Advanced Trigger Features
**Smart Execution Order:**
* High-priority triggers jump the queue
* Critical alerts processed first
* Business logic for prioritization
* Fair scheduling for normal triggers
**Organize Related Triggers:**
* Group by department or function
* Bulk enable/disable
* Shared configuration
* Cascading triggers
**Dynamic Trigger Logic:**
* If-then-else conditions
* Multiple condition paths
* Variable-based triggers
* Context-aware activation
**Reusable Trigger Patterns:**
* Save common trigger configs
* Share across workflows
* Version control
* Team collaboration
## Trigger Analytics
### Understand Your Automation Patterns
**Trigger Performance Data:**
| Trigger Type | Fires/Day | Success Rate | Avg Response |
| - | - | - | - |
| **Time-based** | 450 | 99.8% | 50ms |
| **Email** | 280 | 97.5% | 320ms |
| **Webhook** | 620 | 98.2% | 180ms |
| **File** | 150 | 99.1% | 450ms |
| **AI Detection** | 85 | 95.3% | 1200ms |
**Improve Trigger Efficiency:**
Analyze when and why triggers fire most frequently
Refine conditions to avoid unnecessary triggers
Combine related triggers for efficiency
Adjust schedules based on actual usage patterns
## Getting Started with Triggers
Select the appropriate trigger for your automation needs
Set up when the trigger should activate
Define what information passes to the workflow
Use test mode to verify trigger behavior
Activate trigger and track performance
**The Power of Triggers**: Every trigger you configure is another step toward complete automation. Start with simple time-based triggers, then gradually add event-based and AI-powered triggers as your automation sophistication grows.
Browse pre-built triggers
Connect triggers to workflows
Trigger optimization guide
***
**Triggers: Where automation becomes autonomous.**
**Set it once. Runs forever. Never miss a moment.**
# What is the Action Model
Source: https://docs.actionmodel.com/index
Action Model is the world's first community-owned Large Action Model (LAM), an AI built to **act**, not just generate text.
## The Revolution Has Begun
We all know AI is the future, but here's the truth: the biggest AI corporations are building that future on your data, often without you realising, and you get nothing in return.
We're building something different:
1. An AI that doesn’t just talk, it acts. It performs real tasks on computers just like humans do.
2. We believe people who offer their data, train, build or contribute should **own a share of the value they create.**
## The AI Revolution You Need to Understand
**The Reality**: AI isn't just answering questions anymore - it can click, type, and navigate any software just like you do. This changes everything.
**The Threat**: 1 billion people employed to work behind computers - AI will automate most of this by 2030. AI costs 95% less than people. No job is safe.
**The Problem**: OpenAI, Google, Microsoft, Anthropic.. These are the players building the AI that will replace human workers. They get richer while we get automated away.
**The Solution**: We're building the first AI owned by the people who train it, build it and contribute to it. Your data, your work, your ownership stake.
**Join Now**: Train the AI, build workflows, and earn \$LAM tokens. Be an owner, not a victim of the automation revolution.
This isn't another chatbot. This is the future of work itself - built by the people, powered by the people and owned by the people.
## The Foundation Team Behind the Revolution
### World-Class Builders with Deep Web3 Experience
**Proven Track Record**: The Foundation team brings together founders and executives from leading Web3 unicorns who have collectively raised hundreds of millions, built products used by millions, and pioneered breakthrough technologies in Web3 and AI.
**Combined Market Cap of \$30B+**: The Foundation team consists of founders and executives that have led projects currently representing over \$30 billion in combined market capitalization, bringing unparalleled Web3 expertise to Action Model.
### Why This Team?
**Battle-Tested in Every Aspect of Web3**
* Team has raised \$100M+ collectively for their respecitve projects
* Token generation events (TGEs) exceeding hundreds of millions
* Strategic treasury management during bear markets
* Expert liquidity management and market making
* Designed sustainable token economies for 10+ projects
* Implemented Tokenomics and governance frameworks
* Built and managed DAOs with \$50M+ treasuries
* Created innovative staking and reward mechanisms
* Built cross-chain bridges and interoperability solutions
* Pioneered AMM innovations and yield strategies
* Deep expertise in MEV and protocol optimization
**Building and Scaling at the Highest Level**
* Grown teams from to hundreds of employees
* Managed top talent from FAANG and Web3 giants
* Built distributed teams across 20+ countries
* Created engineering cultures that ship fast
* Managed \$10M+ development budgets
* Shipped products with millions of users
* Coordinated developer ecosystems
* Delivered complex deep tech on aggressive timelines
* Secured partnerships with Fortune 500 companies
* Negotiated enterprise contracts
* Created global distribution networks
**Pushing the Boundaries of Technology**
* Published peer-reviewed papers
* Experts in computer vision and NLP
* Built production AI serving billions of predictions
* Expertise in reinforcement learning for automation
* Designed Layer 1 consensus mechanisms
* Implemented sharding and parallelization
* Optimized for 100,000+ TPS throughput
* Created novel cryptographic primitives
* Managed clusters with thousands of nodes
* Built systems handling 1M+ requests/second
* Achieved 99.999% uptime SLAs
**Join the Team**: We're always looking for exceptional talent. If you're passionate about democratizing AI and building the future of automation, [join our Discord community](https://discord.gg/2j633ANFj5).
## From LLMs to LAMs: The Next Evolution
Unlike Big Tech AI, Action Model is owned by the people who build it
Moves beyond text generation to actual GUI control and task completion
Contributors earn ownership stake through training and creating workflows
### The Limitation of LLMs
Today's AI landscape is dominated by Large Language Models (LLMs) like ChatGPT, Claude, and Gemini. While impressive, they have a fundamental limitation:
**LLMs can only generate text.** They can tell you HOW to do something, but they cannot actually DO it for you. They're brilliant advisors trapped behind a text box.
### Enter the Large Action Model (LAM)
Action Model represents the next evolutionary leap in AI technology:
* **Output**: Text, code, images
* **Interface**: Chat windows
* **Capability**: Advises and explains
* **Example**: "Here's how to book a flight..."
* **Limitation**: Cannot interact with websites or apps
* **Value**: Information and guidance
* **Output**: Actual completed tasks
* **Interface**: Direct GUI control
* **Capability**: Acts and executes
* **Example**: Actually books your flight
* **Power**: Controls mouse, keyboard, navigates apps
* **Value**: Work completed autonomously
## How Action Model Works
### The Action Loop
At the core of Action Model is the [**Action Loop**](/tokenomics/token-utility#how-%24lam-powers-every-action), a continuous cycle that enables AI to interact with any software interface:
The LAM looks at the current state of the screen to understand where it is and what it has to do next.
Using the proprietary Action Tree, the LAM determines the next optimal action based on the goal and current context (e.g. Click coordinates 837x, 172y)
The LAM executes the precise GUI action-clicking, typing, scrolling, or navigating; just as a human would
The system confirms the action's result and restarts the loop to take the next Action.
This loop continues until the task is complete, creating truly autonomous digital workers.
**Learn more about the \$LAM Action Loop Fuel ->**
## The Three Pillars of Action Model
### 1. The Browser Extension: Train the LAM
Users install a [browser extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag) that captures their web interactions, creating the training data needed to teach the LAM how to navigate the internet.
Runs in background while you browse normally, earning tokens automatically
Record specific workflows with higher rewards for quality labeled data. Sell your workflows on our marketplace for passive income
### 2. The Actionist Desktop App: Your AI Employee
The Actionist desktop application transforms your computer into an AI-powered workforce. Unlike traditional automation tools that require complex scripting, Actionist works exactly like a human employee; watching your screen, understanding context, and executing tasks through natural GUI interactions.
**What makes Actionist revolutionary:**
* **True Autonomy**: No programming required, just describe what you want done
* **Cross-Application Intelligence**: Seamlessly works across any software, website, or platform
* **Human-Like Precision**: Clicks, types, drags, and navigates with pixel-perfect accuracy
* **Contextual Memory**: Remembers your preferences, workflows, and business rules
* **24/7 Operation**: Runs continuously in cloud VMs or locally on your machine
From simple data entry to complex multi-step workflows, Actionist handles tasks that previously required human intervention.
* Controls your local machine's mouse and keyboard
* Learns your specific workflows and preferences
* Creates a personalized "digital twin" of your work style
* Handles repetitive tasks while you focus on creative work
* Runs 24/7 in cloud virtual machines
* Multiple agents working in parallel
* No local resource consumption
* Perfect for businesses needing round-the-clock automation
* **Simple Tasks**: Fill forms, send emails, update spreadsheets
* **Complex Chains**: Multi-step processes across different platforms
* **Scheduled Automation**: Regular tasks on autopilot
* **Smart Memories**: Learns and remembers your preferences
**Learn more about the Actionist ->**
### 3. The \$LAM Token: Your Stake in the Future of AI
The \$LAM is your ownership stake in the AI revolution.
Every action performed by the LAM consumes \$LAM tokens as fuel. This creates real [utility](/tokenomics/token-utility) and value for token holders, not just speculation.
**Token Utility Breakdown:**
| Use Case | Description | Impact |
| - | - | - |
| **Action Fuel** | Every GUI action consumes \$LAM | Creates constant demand |
| **Training Rewards** | Earn \$LAM by contributing data | Incentivizes growth |
| **Marketplace Revenue** | Creators earn from their workflows | Builds ecosystem |
| **Governance Rights** | Vote on platform decisions | True ownership |
| **Burn Mechanism** | 34% of used tokens are burned | Deflationary pressure |
## The Proprietary Action Tree
### Mapping the Digital World
The **Action Tree** is an interconnected map of every possible action across the internet - built by your [**Action Branches**](/the-large-action-model-lam/training-the-large-action-model)
Think of it as Google Maps for GUI interactions. Just as GPS knows every street and turn, the Action Tree knows every button, form, and workflow across thousands of websites and applications.
**How the Action Tree Grows:**
1. **User Contributions**: Millions of training journeys from the community
2. **Path Mapping**: Each journey becomes a branch in the tree
3. **Intelligence Building**: Similar paths merge, creating robust workflows
4. **Continuous Learning**: New paths constantly expand capabilities and accuracy
The more people train the LAM, the smarter it becomes. This network effect creates an insurmountable moat against competitors, even Big Tech.
## Why Community Ownership Matters
### The Problem with Big Tech AI
Current AI development follows a troubling pattern:
**You provide the data → Big Tech builds the AI → They profit → You get displaced**
This extractive model concentrates wealth and power in the hands of a few corporations while the contributors get nothing.
### The Action Model Difference
Action Model flips this model entirely:
* Closed source development
* Corporate ownership
* Users as products
* Profits to shareholders
* No user participation in value
* Community-driven development
* Distributed ownership via \$LAM
* Users as owners
* Profits to contributors
* Direct participation in value creation
## Real-World Applications
### What Can Action Model Do?
The possibilities are limitless. If a human can do it on a computer, Action Model can automate it:
* **Social Media Management**: Post content across all platforms simultaneously
* **Travel Planning**: Research, compare, and book entire trips automatically
* **Job Applications**: Apply to hundreds of positions with personalized applications
* **Online Shopping**: Monitor prices and purchase at optimal times
* **Email Management**: Organize, respond, and follow up automatically
* **Customer Support**: Handle inquiries across all channels 24/7
* **Data Entry**: Transfer information between systems without APIs
* **Report Generation**: Compile data from multiple sources into reports
* **HR Processes**: Screen resumes, schedule interviews, onboard employees
* **Sales Automation**: Qualify leads, update CRM, send follow-ups
* **Process Automation**: End-to-end workflow automation across departments
* **Compliance Monitoring**: Ensure adherence to regulations automatically
* **Market Research**: Gather competitive intelligence at scale
* **Financial Operations**: Reconciliation, invoicing, expense management
* **Supply Chain**: Order processing, inventory management, logistics coordination
## The Technology Advantage
### What Makes Action Model Superior?
Works with ANY website or application, no APIs needed. If it has a GUI, Action Model can use it.
Navigates interfaces exactly as humans do, making it undetectable and universally applicable.
Every user interaction improves the model, creating exponential capability growth.
Learns individual preferences while leveraging collective intelligence from millions of users.
Transparent, auditable, and secure execution with cryptographic verification.
## Join the Revolution
### Four Ways to Participate
Install the browser extension and earn \$LAM tokens by contributing training data
Earn up to 50x multipliers by training on high-value partner platforms
Build and sell automation workflows in the marketplace for passive income
Grow the resistance through referrals and earn from your network's contributions
## The Vision: Democratizing AI Automation
### Where We're Heading
Action Model isn't just building technology, we're creating a movement:
**Our Mission**: To make AI work for everyone. We believe the benefits of AI automation should flow to the many, not the few. Every contributor is an owner. Every user is a stakeholder. Together, we're building a fairer, human-powered AI future.
### The Timeline
* **Today**: Rallying the community and training our AI together
* **Near Future**: A full platform launch with millions onboard, millions empowered
* **End Goal**: The unstoppable, community-owned automation layer of the internet
## Why Now?
### The Perfect Storm
Several factors make this the optimal moment for Action Model:
1. **AI Readiness**: LAM technology has reached the threshold of reliability
2. **Economic Pressure**: Businesses desperately need automation to survive
3. **Worker Displacement**: 1 billion jobs at risk creates urgency for fairer AI alternatives
4. **Crypto Maturity**: Token economies proven as viable incentive mechanisms
5. **Community Awakening**: Growing resistance to Big Tech monopolization
The window to become an early contributor is closing. Those who step in today won't just benefit most from the network's growth, they'll help shape a future where AI is owned by the people, not the corporations.
## Get Started Today
### Your Journey Begins Here
Create your account and track your contributions
[Access Dashboard](https://train.actionmodel.com)
Download from the Chrome Web Store and start earning [points](/tokenomics/point-tiers-and-epochs) passively
[Get the Extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag)
Earn up to 50x more by training on [ActionFi partner platforms](/actionfi/Earn-on-ActionFi)
[View ActionFi Bounties](/actionfi/Earn-on-ActionFi)
Build automations and earn from every usage in the creator economy
[Visit Marketplace](/marketplace/marketplace-overview)
Build your network and earn commission from referrals
[Join Referral Program](/tokenomics/referrals-and-affiliates)
Understand how tokens power the ecosystem and create value
[Learn Token Utility](/tokenomics/token-utility)
***
**Action Model is more than technology. It's a movement.** We're not just building an AI that can act; we're ensuring that the people who build it own it. This is your chance to be part of the solution, not a victim of the disruption.
Understand the scale of change coming to the workforce
Discover how Action Model is the resistance against Big Tech monopoly
# Agent Marketplace
Source: https://docs.actionmodel.com/marketplace/agent-marketplace
Deploy complete AI employees instantly. Browse pre-configured agents with personalities, memories, and workflows ready to transform your business operations.
**Beyond Workflows: Complete Digital Employees**: While workflows automate tasks, agents are complete AI employees with personalities, memories, schedules, and the ability to make decisions. This is the difference between a tool and a team member.
## The Evolution from Workflows to Agents
Agents represent the next level of automation—not just executing tasks, but understanding context, learning preferences, and working autonomously like a real employee. The Agent Marketplace is where businesses find their perfect AI workforce.
## What Makes an Agent Different
### The Key Distinctions
| Feature | Workflow | Complete Agent |
| - | - | - |
| **Scope** | Single task | Multiple responsibilities |
| **Memory** | None | Persistent context |
| **Decision Making** | Linear | Adaptive AI logic |
| **Personality** | None | Configured persona |
| **Learning** | Static | Improves over time |
| **Schedule** | Triggered | Autonomous |
| **Price** | Per execution | Monthly subscription |
### What's Inside an Agent
* Role definition
* Communication style
* Decision preferences
* Work methodology
* Ethics and boundaries
* 10-100+ workflows
* Interconnected chains
* Conditional logic
* Error handling
* Self-optimization
* Platform credentials
* User preferences
* Historical context
* Learning patterns
* Relationship maps
* Autonomous execution
* Priority management
* Deadline awareness
* Resource optimization
* Break scheduling
### Agent Sophistication Tiers
**Level 1: Task Executor**
* Follows predefined workflows
* Basic error handling
* Simple reporting
* Fixed schedules
**Level 2: Adaptive Worker**
* Learns from patterns
* Adjusts to feedback
* Handles exceptions
* Optimizes timing
**Level 3: Strategic Thinker**
* Makes complex decisions
* Suggests improvements
* Manages other agents
* Full autonomy
## Browse Agent Categories
### Find Your Perfect AI Employee
**Popular Agents**
* LinkedIn Lead Generator
* Email Campaign Manager
* Social Media Coordinator
* Content Creator
* SEO Specialist
**Starting at**: 500 \$LAM/month
**Popular Agents**
* Executive Assistant
* Data Entry Specialist
* Document Processor
* Calendar Manager
* Travel Coordinator
**Starting at**: 300 \$LAM/month
**Popular Agents**
* Support Ticket Handler
* Chat Representative
* FAQ Responder
* Complaint Resolver
* Feedback Analyst
**Starting at**: 400 \$LAM/month
**Popular Agents**
* Invoice Processor
* Expense Tracker
* Report Generator
* Budget Monitor
* Tax Assistant
**Starting at**: 600 \$LAM/month
**Popular Agents**
* Resume Screener
* Interview Scheduler
* Onboarding Coordinator
* Benefits Administrator
* Performance Tracker
**Starting at**: 450 \$LAM/month
**Popular Agents**
* Code Reviewer
* Bug Tracker
* Documentation Writer
* System Monitor
* Deployment Manager
**Starting at**: 700 \$LAM/month
## Top-Rated Agents
### Community Favorites
**Rating**: 4.9★ (2,847 reviews) **Creator**: @digital\_workforce **Price**: 750 \$LAM/month
**Capabilities**:
* Email management and prioritization
* Calendar scheduling and optimization
* Meeting preparation and notes
* Travel arrangements
* Expense reporting
**What Users Say**: *"Sarah saved me 3 hours daily. She knows my preferences better than I do."* - CEO, Tech Startup
**ROI**: Average user saves 15 hours/week
**Rating**: 4.8★ (1,923 reviews) **Creator**: @salesforce\_automation **Price**: 1,200 \$LAM/month
**Capabilities**:
* Lead research and qualification
* Personalized outreach at scale
* Follow-up sequence management
* CRM data entry and updates
* Meeting booking automation
**What Users Say**: *"Marcus booked 47 qualified meetings in his first month."* - VP Sales, SaaS Company
**ROI**: 10x pipeline growth average
**Rating**: 4.7★ (3,156 reviews) **Creator**: @content\_ai **Price**: 550 \$LAM/month
**Capabilities**:
* Blog post creation and editing
* Social media content calendar
* SEO optimization
* Image sourcing and editing
* Cross-platform publishing
**What Users Say**: *"Alex produces more quality content than our 3-person team did."* - Marketing Director
**ROI**: 300% increase in content output
**Rating**: 4.8★ (892 reviews) **Creator**: @hr\_automation\_pro **Price**: 650 \$LAM/month
**Capabilities**:
* Resume screening and ranking
* Interview scheduling coordination
* Onboarding document management
* Policy compliance checking
* Employee data management
**What Users Say**: *"Emma reduced our time-to-hire by 60%."* - HR Manager, Enterprise
**ROI**: 40% reduction in HR overhead
## Industry-Specific Agents
### Tailored for Your Sector
* Stock level monitoring
* Reorder automation
* Supplier communication
* Price optimization
* Trend analysis
**Price**: 800 \$LAM/month
* Order status updates
* Return processing
* Review responses
* FAQ management
* Loyalty programs
**Price**: 500 \$LAM/month
* Multi-platform listing
* SEO optimization
* Image editing
* Description writing
* Competitor analysis
**Price**: 600 \$LAM/month
* Ad campaign management
* Email marketing
* Conversion tracking
* A/B testing
* ROI reporting
**Price**: 900 \$LAM/month
* MLS monitoring
* Lead qualification
* Comparative analysis
* Client matching
* Tour scheduling
**Price**: 700 \$LAM/month
* Property descriptions
* Photo organization
* Virtual tour creation
* Marketing materials
* Cross-platform posting
**Price**: 550 \$LAM/month
* Document management
* Deadline tracking
* Client communication
* Compliance checking
* Closing coordination
**Price**: 850 \$LAM/month
* Price trend analysis
* Neighborhood reports
* Investment calculations
* Client presentations
* Competition tracking
**Price**: 650 \$LAM/month
* Patient scheduling
* Reminder sending
* Waitlist management
* Resource allocation
* No-show tracking
**Price**: 600 \$LAM/month
* Claim processing
* Insurance verification
* Payment tracking
* Denial management
* Patient billing
**Price**: 950 \$LAM/month
* Intake processing
* Record management
* Follow-up scheduling
* Prescription reminders
* Care coordination
**Price**: 750 \$LAM/month
* HIPAA monitoring
* Audit preparation
* Policy updates
* Training tracking
* Incident reporting
**Price**: 1,100 \$LAM/month
## Agent Licensing Models
### Flexible Pricing for Every Business
**Choose Your Commitment Level**: From pay-as-you-go to enterprise contracts, find the licensing model that fits your needs and budget.
### Monthly/Annual Plans
**Benefits**:
* Predictable costs
* Full agent capabilities
* Regular updates included
* Priority support
* Cancel anytime (monthly)
**Pricing Tiers**:
| Plan | Monthly | Annual (Save 20%) |
| - | - | - |
| **Starter** | 500 \$LAM | 4,800 \$LAM |
| **Professional** | 1,000 \$LAM | 9,600 \$LAM |
| **Business** | 2,500 \$LAM | 24,000 \$LAM |
| **Enterprise** | Custom | Custom |
### Pay Per Action
**Benefits**:
* No upfront costs
* Scale with demand
* Perfect for testing
* Minimal commitment
* Transparent pricing
**Rate Structure**:
* Base rate: 0.1 \$LAM per action
* Volume discounts available
* Monthly minimums may apply
* Prepaid packages: 10-30% discount
### Lifetime License
**Benefits**:
* Own forever
* No recurring fees
* Transfer/resell rights
* Source access (some agents)
* Customization allowed
**Typical Pricing**:
* Simple agents: 5,000-10,000 \$LAM
* Complex agents: 15,000-30,000 \$LAM
* Enterprise agents: 50,000+ \$LAM
### Rebrand and Resell
**Benefits**:
* Your branding
* Resell to clients
* Revenue sharing available
* Bulk discounts
* Training included
**Investment Levels**:
* Single agent: 10,000 \$LAM
* Category package: 35,000 \$LAM
* Full marketplace: 100,000 \$LAM
## Custom Agent Development
### Built Specifically for You
Discuss your needs with a specialist creator
Define workflows, personality, and integration needs
Creator builds and tests your custom agent
Learn to manage your new AI employee
Updates, optimization, and scaling assistance
### Custom Development Pricing
| Complexity | Development Time | Base Price | What's Included |
| - | - | - | - |
| **Basic** | 1-2 weeks | 5,000 \$LAM | 5-10 workflows, basic personality |
| **Standard** | 2-4 weeks | 15,000 \$LAM | 15-25 workflows, full personality |
| **Advanced** | 4-8 weeks | 35,000 \$LAM | 30-50 workflows, AI decision making |
| **Enterprise** | 8+ weeks | 75,000+ \$LAM | Unlimited workflows, full customization |
## Agent Management Platform
### Your AI Workforce Dashboard
**Management Features**:
* Real-time agent monitoring
* Performance analytics
* Resource allocation
* Schedule coordination
* Team collaboration
* Budget tracking
## Success Metrics
### ROI of Agent Deployment
**Average Results**:
* 70% reduction in labor costs
* 90% faster task completion
* 24/7 availability
* Zero sick days
* No training time
**Typical Improvements**:
* 5x output increase
* 95% accuracy rate
* Instant scaling
* Parallel processing
* Consistent quality
**Strategic Benefits**:
* Focus on high-value work
* Improved customer satisfaction
* Faster time to market
* Competitive advantage
* Data-driven insights
## Agent Marketplace Roadmap
### Coming Soon
Deploy coordinated agent teams that work together
Train agents on your specific business processes
Integrate agents directly into your applications
AI-powered agent creation and customization tools
## Getting Started with Agents
### Your First AI Employee
**Start Small, Think Big**: Begin with one agent in a non-critical role. Once you see the impact, you'll understand why businesses are replacing entire departments with AI agents.
What repetitive task wastes the most time?
Find agents that match your requirements
Most agents offer 7-day free trials
Set up credentials and preferences
Track performance and adjust settings
Add more agents as you see results
## FAQs About Agents
ChatGPT and Claude generate text. Agents actually DO things—they click, type, navigate, and complete tasks on real websites and applications. They're workers, not advisors.
Yes! Agents work with any software accessible via GUI. They don't need APIs or integrations—if a human can use it, an agent can too.
All agents have error handling and can be configured with human checkpoints for critical decisions. You can also review all actions in the history log.
Most agents allow configuration of variables, schedules, and preferences. For deeper customization, consider white-label licensing.
Yes, when deployed on Cloud VPC. Desktop agents work when your computer is on. Cloud agents never stop.
## Start Building Your AI Workforce
Explore available AI employees
Get an agent built for you
Build and sell your own agents
***
**The future of work isn't human vs. AI—it's human WITH AI.**
**Your competitors are already deploying agents. What are you waiting for?**
# Marketplace Overview
Source: https://docs.actionmodel.com/marketplace/marketplace-overview
The world's first community-owned automation marketplace. Browse thousands of workflows, deploy AI agents, and earn from your creations - all powered by the community, for the community.
## The Simplest Way to Start Automating
**Skip the building.** Instead of creating your own workflows from scratch, browse thousands of community-created automations and start running them immediately. One-click installation, instant results.
**Instant Onboarding**: The marketplace makes getting started with AI automation effortless. Browse thousands of pre-built workflows, attach them to your agents with one click, and start automating immediately. No coding, no complex setup, just results.
The Action Model Marketplace is designed with one primary goal: **making onboarding incredibly easy for everyone**. Whether you're a business looking to automate operations or an individual wanting to save time, you can browse our ecosystem of thousands of workflows and attach them to your Agents instantly.
### Three Ways to Get Started
Instantly access thousands of pre-built workflows across all major platforms
Record your screen and let Actionist learn your unique processes
Enable passive learning while you work normally
## How the Marketplace Works
Explore workflows organized by platform (Gmail, LinkedIn, Stripe, etc.) with clear bounty indicators
View workflow steps, variables, and requirements before installing
One-click attachment to your Actionist agents, ready to schedule
Set your automation schedule and let your agents handle the rest
## Create and Earn: Become a Marketplace Creator
**Builder Epoch #1 is ACTIVE** • Earn 33% revenue share forever • Only available for early creators
### Turn Your Skills into \$5,000-50,000+ Monthly Passive Income
**No coding required** Simply record your screen and Actionist learns your process
**33% lifetime revenue** Earn from every token consumed by your workflows
### Why Creators Love the Marketplace
✅ **Record** your workflow (no code)\
✅ **Submit** to marketplace ✅ **Earn** forever (passive income)\
✅ **Scale** with more workflows
**Actual creator earnings:**
* Simple workflows: **\$500-5,000/month**
* Complex workflows: **\$5,000-25,000/month**
* Workflow portfolios: **\$25,000-50,000+/month**
**Early creators establishing presence now will dominate their categories.**
Month 1-3 creators earn:
* **6.6x more** than Month 10+ creators
* **Featured placement** in marketplace
* **Priority support** from team
* **Exclusive creator community**
Build workflows for platforms businesses depend on. Attract hundreds of users running your automation daily.
**Join early creators already earning**
### Ready to Start Earning?
[**🚀 Learn How to Maximize Your Creator Revenue →**](/marketplace/revenue-generation)
**Discover the full creator playbook: workflows, strategies, and success stories**
## Marketplace Functionality
### Marketplace Homepage
**URL**: [train.actionmodel.com/marketplace](https://train.actionmodel.com/marketplace)
The marketplace is organized by platforms (apps, websites, and sub-domains), making it easy to find workflows for the tools you already use.
**Key Features:**
* **Platform-based organization**: Find workflows grouped by the apps you use
* **Bounty visibility**: See potential earnings for each platform at a glance
* **Smart filtering**: Filter by tags, categories, or use case
* **Instant search**: Find specific workflows or platforms directly
* **Trending section**: Discover what's popular in the community
### App Workflows Page
**The Old Way:** Businesses typically need 2-5 staff members or expensive agencies (\$5,000-15,000/month) to manage Stripe operations:
* Manual invoice processing and reconciliation
* Customer support ticket handling
* Payment dispute management
* Subscription billing maintenance
* Financial reporting and analytics
**The Actionist Way:** Marketplace Stripe workflows automate everything your payment team does:
* **Create support tickets** for billing issues automatically
* **Manage accounts** without manual intervention
* **Automate ticket routing** based on issue categories
* **Set up notifications** for payment events
* **Handle refunds and disputes** with predefined rules
* **Generate reports** on demand
When you click on any platform, you'll see:
* All published workflows for that application
* User ratings and execution count
* Creator information and verified badges
* One-click "Add to Agent" functionality
* Direct calendar scheduling options ([Learn more about scheduling](/actionist/agent-calendar-schedules))
#### Two Types of Workflows - Complex and Simple
**Advanced automations with logic**
Intelligent workflows that adapt based on conditions and handle multiple scenarios.
**Features:**
* **Chains**: Connect workflows
* **Loops**: Repeat until done
* **IF/THEN**: Smart branching
* **Variables**: Dynamic data
* **Error Handling**: Auto-recovery
**Best for:**
* Multi-platform operations
* Data processing pipelines
* Customer service flows
* Business intelligence
**Example:** *"Scrape prices, compare, adjust, notify"*
**Linear, straightforward automations**
Perfect for simple, repetitive tasks that follow the same pattern every time.
**Features:**
* Step-by-step execution
* No branching logic
* Quick to set up
* Easy to understand
**Best for:**
* Daily social media posts
* Email responses
* Data exports
* Report generation
**Example:** *"Post to LinkedIn at 9 AM daily"*
**Want to understand workflows in depth?** Learn about advanced workflow features, agent configuration, and best practices.
[**Explore the Agents & Workflows Guide →**](/actionist/agents-and-workflows)
#### Additional Configuration Options
**Customize with input parameters** Set dynamic values like emails, dates, or API keys
**Set execution constraints** Define when and how workflows should run
**Require human approval** Keep control over critical decision points
**Define completion requirements** Set clear standards for successful execution
[Learn more about workflow configuration](/actionist/agents-and-workflows)
## Creator Profiles & Economy
### Creator Profiles
**Build Your Automation Business**: Creator profiles are public-facing pages that showcase your expertise, allowing you to offer consultancy services, bespoke workflow development, and automation management to businesses.
**Profile Features:**
* **Portfolio showcase**: Display your best workflows and success stories
* **Service offerings**: Advertise consultancy and custom development
* **Social links**: Connect your website, LinkedIn, Twitter
* **Client testimonials**: Build trust with reviews and ratings
* **Direct messaging**: Enable business inquiries
* **Earnings dashboard**: Show your track record and expertise level
[Learn more about reputation and featured workflows](/marketplace/marketplace-reputation-and-featured-workflows)
### The Creator Economy
**You're incentivized to create quality**: Every workflow execution consumes \$LAM tokens as fuel. A portion of this fuel goes directly to you, the creator, building a sustainable passive income stream.
Build workflows that solve real problems and publish to the marketplace
Each time someone runs your workflow, \$LAM tokens are consumed as fuel
Receive 30% of the \$LAM fuel consumed by your workflows
Scale from individual workflows to agencies and consultancies
[Read more about revenue generation](/marketplace/revenue-generation)
[Understand token utility](/tokenomics/token-utility)
### The Emerging Ecosystem
This revenue model creates an entire economy:
Full-service firms creating enterprise workflows
Experts optimizing business processes with AI
Influencers teaching workflow creation and selling courses
Specialized creators focusing on specific industries
## Platform Coverage & Bounties
**Bounty Multipliers = Higher Earnings**: Platforms with higher commercial value offer bigger bounties. Focus on high-multiplier platforms to maximize your earnings. [Learn why different platforms have different bounties](/actionfi/actionfi-overview).
**ActionFi Partner Bounties**: The highest multipliers come from our **ActionFi** partner program, where platforms pay for verified user acquisition. ActionFi partners receive 30x-73x+ multipliers because they've invested in driving quality users to their platforms.
### Highest Bounty Platforms
**73x Bounty** 🚀 Payment automation
**15x Bounty** Cloud automation
**10x Bounty** DevOps workflows
**10x Bounty** Container orchestration
### Browse by Category
73x Bounty
**Payment Powerhouse**
* Automated invoicing & billing
* Subscription management
* Payment reconciliation
* Fraud detection workflows
12x Bounty
**Accounting Automation**
* Invoice processing
* Expense categorization
* Tax preparation
* Financial reporting
10x Bounty
**E-commerce Operations**
* Order fulfillment
* Inventory sync
* Customer service
* Marketing automation
8x Bounty
**Marketplace Management**
* Listing optimization
* Price monitoring
* Review management
* FBA automation
10x Bounty
**Code Collaboration**
* PR automation
* Issue triage
* CI/CD pipelines
* Security scanning
15x Bounty
**Cloud Infrastructure**
* Resource provisioning
* Cost optimization
* Security compliance
* Backup automation
10x Bounty
**Container Management**
* Deployment automation
* Scaling policies
* Health monitoring
* Rollback procedures
8x Bounty
**Container Registry**
* Image building
* Version management
* Security scanning
* Deploy pipelines
3x Bounty
**Professional Networking**
* Lead generation
* Content scheduling
* InMail campaigns
* Connection automation
5x Bounty
**Visual Marketing**
* Post scheduling
* Story automation
* Hashtag research
* Engagement tracking
2x Bounty
**Real-time Engagement**
* Thread scheduling
* Reply automation
* Follower growth
* Analytics tracking
7x Bounty
**Video Marketing**
* Content posting
* Trend monitoring
* Comment management
* Analytics export
1.2x Bounty
**Email Automation**
* Smart filtering
* Auto-responses
* Campaign management
* Calendar integration
1.5x Bounty
**Business Communication**
* Meeting scheduling
* Email templates
* Task automation
* Team coordination
2x Bounty
**Team Collaboration**
* Channel management
* Bot automations
* Notification routing
* Workflow triggers
3x Bounty
**Community Management**
* Moderation bots
* Event scheduling
* Role management
* Welcome automation
**Can't find your platform?** Submit a bounty request or be the first creator to build workflows for it. Early creators on new platforms get featured placement and higher visibility.
**Want your platform listed?** Platforms can join the **ActionFi** partner program to get featured with custom bounty multipliers. ActionFi partners receive verified user engagement through our Proof-of-Action technology. [Learn more about ActionFi partnerships](/actionfi/for-platforms).
## For Workflow Users
### Find the Perfect Workflow in Seconds
Link your desktop app or Cloud VPC to access the marketplace instantly
Filter by platform, category, bounty level, or search for specific tasks
See workflow steps, required variables, success rates, and creator ratings before installing
Instantly add workflows to your agent library and start automating
## For Workflow Creators
### Building Your Automation Business
**Early Creators Advantage**: The first creators on each platform get featured placement and higher visibility. Being early literally pays off.
Look for high-bounty platforms and underserved use cases
Create robust automations with error handling and clear documentation
Ensure your workflows work across different scenarios
Launch with compelling descriptions and share with your network
**From Creator to Entrepreneur:**
1. **Start with niches**: Focus on specific industries or use cases
2. **Build a portfolio**: Create complementary workflows that work together
3. **Offer services**: Use your profile to attract consulting clients
4. **Create courses**: Teach others and earn from education
5. **Form partnerships**: Collaborate with other creators for complex solutions
6. **Build an agency**: Scale to team-based workflow development
**What Makes Workflows Successful:**
* ✅ **Clear naming**: Descriptive titles that explain the value
* ✅ **Comprehensive docs**: Step-by-step setup instructions
* ✅ **Error handling**: Graceful failure recovery
* ✅ **Regular updates**: Keep workflows current with platform changes
* ✅ **User support**: Respond to questions and feedback quickly
* ✅ **Video demos**: Show your workflow in action
## The Economic Model
### How Everyone Wins
**The Revolutionary Model**: Every workflow execution consumes \$LAM tokens as fuel. A portion goes directly to the creator, incentivizing quality and innovation. This isn't charity, it's ownership.
### Where Your \$LAM Goes
When an action consumes tokens, they are distributed as follows:
| Recipient | Distribution | Purpose |
| - | - | - |
| **Builder Rewards** | 33% | Direct to workflow creators ([Learn more](/marketplace/revenue-generation)) |
| **Burn Mechanism** | 34% | Permanently removed from circulation ([Learn more](/tokenomics/token-utility)) |
| **Ecosystem** | 33% | Platform operations and development ([Learn more](/tokenomics/token-utility)) |
**Creator Epoch Matters**: The actual creator percentage varies by when workflows are published. Month 1 creators earn the full 33%, while Month 10+ creators earn only 5% of consumed tokens. [See Creator Epoch schedule](/tokenomics/marketplace-distributions#creator-epochs-time-based-reward-tiers).
### The Virtuous Cycle
Enterprises pay \$1,000-2,000/month per AI agent
Platform uses subscription revenue to buy \$LAM from market
AI agents consume \$LAM tokens as fuel (\$0.01 per action for LAM-1)
33% to creators, 34% burned forever, 33% to ecosystem
Burning permanently reduces total supply, creating scarcity
Decreased supply + continued demand = price appreciation
### Token Consumption Examples
**Simple Email Automation (50 actions):**
* Tokens consumed: 50 (at \$0.01 token price)
* Creator earns: Up to 16.5 tokens (33%)
* Burned forever: 17 tokens (34%)
* Ecosystem: 16.5 tokens (33%)
* Total cost: \$0.50
**Social Media Management (150 actions):**
* Tokens consumed: 150 (at \$0.01 token price)
* Creator earns: Up to 49.5 tokens (33%)
* Burned forever: 51 tokens (34%)
* Ecosystem: 49.5 tokens (33%)
* Total cost: \$1.50
**Enterprise Data Processing (2,000 actions):**
* Tokens consumed: 2,000 (at \$0.01 token price)
* Creator earns: Up to 660 tokens (33%)
* Burned forever: 680 tokens (34%)
* Ecosystem: 660 tokens (33%)
* Total cost: \$20.00
### Dynamic Pricing Model
**Price Stability for Businesses**: The USD cost per action is fixed by LAM version (e.g., LAM-1 = \$0.01/action), while the number of tokens consumed adjusts with market price. This gives businesses predictable costs while allowing token value to appreciate.
**How it Works:**
* **Fixed USD price**: \$0.01 per action (LAM-1)
* **Floating token cost**: Adjusts based on \$LAM market price
* **Example**: If \$LAM = \$0.001, then 10 tokens per action. If \$LAM = \$0.10, then 0.1 tokens per action
* **Business benefit**: Predictable budgeting in USD
* **Holder benefit**: Fewer tokens needed as price increases
## Quality & Trust
### How We Ensure Excellence
**Before Going Live:**
* Syntax validation
* Logic verification
* Performance testing
* Security scanning
* Compatibility checks
**Crowd-Sourced Quality:**
* 5-star rating system
* Detailed user reviews
* Success rate tracking
* Bug reporting
* Feature requests
**Trust Badges:**
* Identity verification
* Portfolio review
* Performance history
* Support responsiveness
* Code quality audits
## Seamless Actionist Integration
### From Discovery to Automation in 60 Seconds
Access the entire marketplace directly from your Actionist desktop app, no browser needed
Workflows auto-detect your existing settings and configure themselves appropriately
Drag and drop workflows into your calendar or set up trigger-based execution
Your workflows sync across desktop, cloud VPCs, and all connected devices instantly
**Deep Integration Benefits:**
* Workflows can access your agent's memories and context
* Chain multiple marketplace workflows together
* Share variables between workflows
* Unified execution history and analytics
## Start Your Automation Journey
**Explore Now** Thousands of workflows ready to deploy instantly
**Start Earning** Turn your expertise into passive income
**Up to 73x Rewards** High-value opportunities waiting
Create your account at [train.actionmodel.com](https://train.actionmodel.com)
Get the desktop app to start automating
Become a user, creator, or both!
## The Revolution Has Already Started
**The marketplace is growing rapidly.**
Every workflow published, every execution run, every token earned is building the world's first community-owned automation infrastructure.
### Join Thousands of Pioneers
**Be First, Win Big**
* Early creator advantages
* Featured placement
* Higher visibility
* Community recognition
**Shape the Future**
* Influence platform direction
* Create industry standards
* Build your reputation
* Earn while you sleep
**Remember This Moment**: You're witnessing the birth of the community-owned AI economy. In 5 years, people will wish they had started today. Don't be one of them.
***
### **The future of work is automated.**
### **The future of automation is community-owned.**
### **The future starts with you.**
[**Enter the Marketplace →**](https://train.actionmodel.com/marketplace)
# Featured Workflows and Reputation
Source: https://docs.actionmodel.com/marketplace/marketplace-reputation-and-featured-workflows
Build your reputation, earn verification badges, and get featured placement in the marketplace. Learn how the reputation system rewards quality creators and drives sustainable success.
**First-Mover Advantage is Real**: The creators who establish reputation early become the go-to authorities. They get featured placement, higher commissions, and direct enterprise referrals. The window to become a top creator is open now—but it won't stay open forever.
## The Reputation Economy
In the Action Model Marketplace, **reputation is currency**. Your reputation score determines your visibility, earning potential, and access to exclusive opportunities. This isn't just about ratings—it's about building a sustainable automation business.
## Creator Tiers Explained
**Starting Point for Everyone**
* Basic marketplace access
* 30% commission rate
* Standard support
* Community badge
**Proven Quality and Consistency**
* Featured placement opportunities
* 35% commission rate
* Priority support
* Verified badge ✓
* Beta feature access
**Elite Status**
* Top marketplace placement
* 40% commission rate
* Direct enterprise referrals
* Partner badge ⭐
* Exclusive events access
## How Reputation Scoring Works
### The Algorithm Components
**Transparent Scoring**: Unlike traditional platforms that hide their algorithms, our reputation system is open and fair. Every creator can see exactly how to improve their score.
**What Makes Quality**
* Success rate of workflows
* User ratings (1-5 stars)
* Bug-free execution percentage
* Documentation completeness
* Code optimization level
**Scoring Breakdown**
| Metric | Weight | Target |
| - | - | - |
| Success Rate | 15% | >95% |
| User Rating | 10% | >4.5★ |
| Bug Reports | 5% | \<2% |
| Documentation | 5% | Complete |
| Performance | 5% | Optimized |
**Adoption Metrics**
* Total workflow executions
* Unique users
* Retention rate
* Growth trajectory
* Cross-platform usage
**Volume Tiers**
| Monthly Executions | Score Boost |
| - | - |
| 1,000+ | +5 points |
| 10,000+ | +15 points |
| 100,000+ | +25 points |
| 1,000,000+ | +40 points |
**Contribution Metrics**
* Helping other creators
* Forum participation
* Tutorial creation
* Open-source contributions
* Mentoring activities
**Impact Scoring**
* Forum posts: +1 point each
* Helpful votes: +2 points each
* Tutorials: +10 points each
* Mentoring: +20 points/month
**Creativity Metrics**
* Unique workflow patterns
* Complex problem solving
* New platform coverage
* Feature pioneering
* Efficiency improvements
**Innovation Rewards**
* First on platform: +50 points
* Novel approach: +25 points
* Efficiency gain >50%: +30 points
* Community choice: +40 points
## Featured Workflows System
### How to Get Featured
**Algorithm-Based Features**
* High reputation score
* Trending usage
* Excellent ratings
* Recent updates
* Platform relevance
**Human Curation**
* Innovative solutions
* Complex automations
* Business value
* User testimonials
* Strategic importance
### Featured Placement Benefits
Featured workflows appear on:
* Marketplace homepage carousel
* Platform category pages
* Search result highlights
* Recommended sections
* New user onboarding
**Impact**: 10-50x more visibility than standard listings
Priority in:
* Search rankings
* Category browsing
* Related suggestions
* Email newsletters
* Social media features
**Impact**: 5-20x more organic discovery
Visual indicators:
* "Featured" badge
* Quality guarantee
* Platform endorsement
* Success metrics display
* Creator spotlight
**Impact**: 3x higher conversion rate
Marketing benefits:
* Blog post features
* Case study creation
* Webinar invitations
* Conference speaking
* Press mentions
**Impact**: Significant brand building
## Building Your Reputation
### The 90-Day Reputation Sprint
**Focus on Quality**
* Create 5-10 perfect workflows
* Document everything thoroughly
* Test extensively before publishing
* Respond to all user feedback
* Target: 4.5+ star average
**Focus on Volume**
* Expand to 25+ workflows
* Cover multiple platforms
* Increase execution volume
* Build user base
* Target: 10,000+ monthly executions
**Focus on Leadership**
* Create tutorials and guides
* Help other creators
* Participate in forums
* Share knowledge freely
* Target: Verified Creator status
## Reputation Metrics Dashboard
### Track Your Progress
### Key Performance Indicators
| Metric | Your Score | Target | Status |
| - | - | - | - |
| **Overall Reputation** | 742/1000 | 800 | 🟡 On Track |
| **Quality Score** | 89% | 95% | 🟡 Improving |
| **User Rating** | 4.7★ | 4.5★ | 🟢 Exceeding |
| **Success Rate** | 96.2% | 95% | 🟢 Exceeding |
| **Response Time** | 2.3 hrs | \<4 hrs | 🟢 Excellent |
| **Documentation** | 85% | 100% | 🟡 Needs Work |
## Creator Profiles
### Your Public Portfolio
**Your Digital Business Card**: Creator profiles are public-facing portfolios that showcase your expertise, achievements, and offerings. This is where businesses discover you.
### Profile Components
**Professional Presentation**
* Profile photo/avatar
* Verification badges
* Expertise tags
* Years of experience
* Location/timezone
* Languages spoken
**Bio Best Practices**
* Clear value proposition
* Specific expertise areas
* Quantifiable achievements
* Professional tone
* Contact preferences
**Workflow Showcase**
* Featured workflows
* Category organization
* Success metrics
* User testimonials
* Before/after examples
* ROI calculations
**What to Include**
* Your best 10-15 workflows
* Diverse platform coverage
* Various complexity levels
* Clear descriptions
* Demo videos
**Business Offerings**
* Custom development
* Consulting rates
* Training services
* Support packages
* Enterprise solutions
* White-label options
**Service Tiers**
* Basic: Workflow customization
* Professional: Complex automation
* Enterprise: Full implementation
**Credibility Builders**
* Total workflows created
* Execution volume
* Average rating
* Client testimonials
* Case studies
* Media mentions
**Numbers That Matter**
* 500,000+ executions
* 4.8★ average rating
* 200+ happy clients
* \$2M+ value created
## Verification Process
### How to Get Verified
* 25+ published workflows
* 4.5+ average rating
* 95%+ success rate
* 10,000+ monthly executions
* 30+ days active
* Manual workflow inspection
* Documentation review
* Code quality assessment
* User feedback analysis
* Community standing check
* Email verification
* Phone verification (optional)
* Social media linking
* Professional references
* Background check (Partner tier)
* Keep metrics above thresholds
* Regular activity required
* Continuous quality improvement
* Community participation
* Professional conduct
## Success Stories
### From Zero to Hero
**0 to Verified in 60 Days**
Timeline:
* Week 1: First workflow published
* Week 2: 10 workflows, 4.9★ average
* Week 4: Featured by algorithm
* Week 6: 50,000 executions
* Week 8: Verified status achieved
*"Focus on one platform deeply before expanding."*
**Community Helper to Partner**
Journey:
* Started answering forum questions
* Created free tutorial series
* Built reputation through helping
* Workflows discovered organically
* Partner status in 6 months
*"Help others succeed and success follows."*
**Quality Over Quantity**
Strategy:
* Only 12 workflows published
* Each solving major pain points
* Extensive documentation
* Video tutorials included
* Earning \$35K/month
*"One perfect workflow beats 100 mediocre ones."*
**Agency Success**
Growth:
* Started as solo creator
* Built reputation individually
* Expanded to 5-person team
* Now Partner tier agency
* 300+ enterprise workflows
*"Reputation compounds with team growth."*
## Maintaining Featured Status
### Staying on Top
**Featured Status Isn't Forever**: The marketplace is dynamic. Today's featured creator can be tomorrow's forgotten name if they don't maintain quality and innovation.
### Requirements to Stay Featured
* Release new workflows monthly
* Update existing workflows
* Adopt new platforms quickly
* Implement user feedback
* Pioneer new techniques
* Keep success rate above 95%
* Maintain 4.5+ star rating
* Fix bugs within 24 hours
* Update documentation
* Respond to users quickly
* Stay active in forums
* Help other creators
* Share knowledge freely
* Participate in events
* Mentor newcomers
* Increase execution volume
* Expand user base
* Grow platform coverage
* Build enterprise relationships
* Scale sustainably
## Reputation Recovery
### If Things Go Wrong
**Everyone Makes Mistakes**: The reputation system is forgiving. One bad workflow or negative review won't destroy your reputation if you handle it properly.
### Recovery Strategies
1. **Address Issues Immediately**
* Fix bugs within 24 hours
* Communicate with affected users
* Offer refunds if appropriate
* Post public updates
2. **Rebuild Trust**
* Extra testing on new releases
* More detailed documentation
* Proactive user communication
* Transparency about issues
3. **Compensate Users**
* Free premium workflows
* Extended support
* Priority updates
* Bonus content
## The Network Effect
### Why Early Creators Win
**First-Mover Advantages**:
* Featured placement for new platforms
* Direct partnership opportunities
* Media coverage and interviews
* Speaking engagements
* Advisory positions
* Equity opportunities
## Future of Reputation
### What's Coming
**Q2 2025**
* Smart creator-client matching
* Predictive success scoring
* Automated quality assurance
* Personalized recommendations
**Q3 2025**
* Cross-platform reputation
* Blockchain verification
* Industry certifications
* Global creator passport
**Q4 2025**
* Agency reputation scores
* Team member contributions
* Collaborative workflows
* Shared achievements
**2026**
* Stake \$LAM for reputation
* Reputation-based governance
* Exclusive creator pools
* Reputation trading
## Take Action Now
View your current reputation metrics
Learn optimization strategies
Apply for featured placement
***
**Reputation isn't just a score—it's your future in the automation economy.**
**Build it. Protect it. Profit from it.**
# Revenue Generation
Source: https://docs.actionmodel.com/marketplace/revenue-generation
Turn your automation expertise into sustainable income. Build a thriving business creating workflows, agents, and automation solutions for the community-owned marketplace.
**From Side Hustle to Empire**: Top creators are earning \$47,000+ per month. Not from selling courses. Not from consulting. From workflows that work while they sleep. This is the new creator economy, and you own a piece of it.
**Early Creator Advantage**: The platform is launching with [Creator Epochs](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) that lock in higher earning percentages for early builders. Once these epochs pass, they're gone forever. The creators joining today will earn significantly more per workflow than those joining in 6 months.
## The Four Revenue Streams
The Action Model Marketplace offers multiple paths to monetization, each designed to reward different types of contribution and expertise levels.
## Revenue Stream Breakdown
### Direct Workflow Monetization
Every workflow you publish generates revenue through:
**Usage-Based Earnings**
* Earn based on your [Creator Epoch](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) of \$LAM consumed per execution
* Passive income from one-time creation
* Scales with user adoption
* No maintenance required for basic workflows
**Creator Epoch Rewards** See [Creator Epoch table](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) for your exact reward percentage based on when you publish your workflow.
### Complete AI Employee Packages
Bundle workflows into complete agents:
**Licensing Models**
* **One-time Purchase**: 500-5,000 \$LAM upfront
* **Subscription Model**: 100-1,000 \$LAM/month
* **Usage-Based**: 25% commission on all actions
* **Enterprise Licensing**: Custom pricing
**What Sells**
* Industry-specific agents (Real Estate, E-commerce)
* Role-based agents (Sales Rep, HR Assistant)
* Platform specialists (Stripe Expert, AWS Manager)
* Custom-trained personalities
### Bespoke Automation Services
Build custom solutions for businesses:
**Service Tiers**
* **Basic Customization**: 1,000-5,000 \$LAM
* **Complex Workflows**: 5,000-20,000 \$LAM
* **Enterprise Integration**: 20,000-100,000 \$LAM
* **Ongoing Support**: 2,000-10,000 \$LAM/month
**Delivery Models**
* Direct client work
* Marketplace requests
* Partner referrals
* White-label solutions
### Knowledge Monetization
Share your expertise:
**Revenue Opportunities**
* **Video Courses**: 100-500 \$LAM per student
* **Live Workshops**: 50-200 \$LAM per attendee
* **Templates & Guides**: 10-100 \$LAM per download
* **Consulting**: 500-2,000 \$LAM per hour
**Platform Support**
* Featured creator program
* Workshop hosting tools
* Content distribution
* Student analytics
## Building Your Workflow Business
### The Path from Zero to \$10K/Month
**Focus**: Learn and Create
* Study high-demand platforms
* Create 5-10 quality workflows
* Target one specific niche
* Expected earnings: 500-2,000 \$LAM
**Focus**: Scale and Optimize
* Expand to 25-50 workflows
* Cover multiple platforms
* Optimize based on usage data
* Expected earnings: 5,000-15,000 \$LAM
**Focus**: Premium Offerings
* Create complete agents
* Offer custom services
* Build reputation
* Expected earnings: 20,000-50,000 \$LAM
**Focus**: Passive Income Machine
* 100+ active workflows
* Multiple revenue streams
* Team expansion possible
* Expected earnings: 50,000+ \$LAM
## The Creator Economy Ecosystem
### How Different Players Generate Revenue
**Individual creators building personal brands**
Revenue Sources:
* Direct workflow sales: 60%
* Custom requests: 25%
* Course sales: 15%
Average Monthly: 5,000-20,000 \$LAM
Best For:
* Self-motivated individuals
* Part-time creators
* Niche specialists
* Content creators
**Teams providing full-service automation**
Revenue Sources:
* Enterprise contracts: 50%
* Custom development: 30%
* Workflow licensing: 20%
Average Monthly: 50,000-200,000 \$LAM
Best For:
* Established businesses
* B2B focus
* White-label services
* Managed automation
**Strategic automation advisors**
Revenue Sources:
* Consulting fees: 40%
* Implementation: 35%
* Training: 25%
Average Monthly: 30,000-100,000 \$LAM
Best For:
* Industry experts
* Enterprise focus
* Change management
* Digital transformation
**Content creators with audiences**
Revenue Sources:
* Affiliate commissions: 35%
* Course sales: 30%
* Sponsored workflows: 20%
* Direct sales: 15%
Average Monthly: 10,000-50,000 \$LAM
Best For:
* Existing audiences
* Educational content
* Tutorial creation
* Community building
## Commission Structure Deep Dive
### Understanding Your Earnings
**The Math Behind the Money**: Every workflow execution consumes \$LAM tokens as fuel. You get a percentage of every token consumed. More usage = More earnings. It's that simple.
### Token Distribution Per Execution
Every \$LAM token consumed is distributed according to our tokenomics model:
| Recipient | Distribution | Purpose |
| - | - | - |
| **Builder Rewards** | 33% | Direct to workflow creators based on [Creator Epoch](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) |
| **Burn Mechanism** | 34% | Permanently removed from circulation to increase token value |
| **Ecosystem** | 33% | Platform operations, development, and growth initiatives |
### Earnings Calculator
**Quick Math Examples**:
* 1 workflow, 100 daily executions = \~3,000 \$LAM/month
* 10 workflows, 50 daily each = \~15,000 \$LAM/month
* 1 premium agent, 10 businesses = \~10,000 \$LAM/month
* Mix of all streams = 50,000+ \$LAM/month possible
## Workflow Quality = Higher Revenue
### The Quality Multiplier Effect
High-quality workflows earn more through:
* Featured in marketplace
* Top search results
* Platform recommendations
* Homepage visibility
* Charge higher rates
* Exclusive access tiers
* Enterprise pricing
* Subscription models
* Higher success rates
* User retention
* Word-of-mouth
* Repeat customers
* Direct business referrals
* Platform partnerships
* Verified badge benefits
* Priority support
## Marketing Your Workflows
### Strategies for Maximum Visibility
**Marketplace Optimization**
* Compelling titles and descriptions
* Professional screenshots
* Clear value propositions
* Competitive pricing
* Regular updates
**SEO Best Practices**
* Relevant keywords
* Platform-specific tags
* Use case descriptions
* Problem-solution format
**Build Your Audience**
* Tutorial videos on YouTube
* Blog posts about automation
* Twitter/X threads
* LinkedIn articles
* Reddit participation
**Content Ideas**
* "How I automated X in 5 minutes"
* Platform update guides
* Workflow showcases
* ROI calculators
**Engage and Network**
* Discord participation
* Forum contributions
* Help newcomers
* Share templates
* Collaborate with others
**Community Benefits**
* Referrals
* Partnerships
* Feature requests
* Beta access
**B2B Outreach**
* Cold email campaigns
* LinkedIn networking
* Industry forums
* Partner programs
* Webinars
**Target Markets**
* Agencies
* Consultants
* Small businesses
* Enterprises
* Startups
## Advanced Revenue Strategies
### Maximize Every Opportunity
Create workflow packages:
* Starter Pack: 5 basic workflows (500 \$LAM)
* Professional Suite: 20 workflows + agent (2,000 \$LAM)
* Enterprise Solution: Unlimited + support (10,000 \$LAM)
Recurring revenue streams:
* Monthly workflow updates
* Priority support tiers
* Exclusive early access
* Custom workflow requests
Resell under client brands:
* Agency partnerships
* Custom branding
* Revenue sharing
* Bulk licensing
Build complementary products:
* Training courses
* Consultation services
* Custom integrations
* Support packages
## Track Your Success
**Real-Time Analytics**: The dashboard shows exactly which workflows are earning, who's using them, and how to optimize for more revenue.
Key Metrics:
* Daily earnings and trends
* Top performing workflows
* User engagement rates
* Geographic hotspots
* Optimization opportunities
## Start Earning Today
### Your Fast Track to \$10K/Month
Find platforms you know well. Look for repetitive tasks businesses hate doing. Your first workflow could start earning tomorrow.
Create 5-10 workflows. Don't overthink, ship fast. The marketplace will tell you what works.
Double down on what's earning. Create variations. Build workflow chains. Add premium features.
Branch into adjacent platforms. Create bundles. Build your first agent. Watch passive income grow.
## The Future of Creator Revenue
**The Window is Open Now**: Early creators are securing their position before the masses arrive. In 12 months, today's creators will be the established players earning passive income while newcomers fight for scraps.
### What's Coming
* **Enterprise Marketplace**: B2B-focused platform (Q2 2025)
* **Revenue Sharing 2.0**: Higher commissions for quality
* **Creator Fund**: Fund for top creators
* **Partnership Program**: Direct enterprise connections
* **Global Expansion**: Multi-language support
***
## Beyond the Marketplace: Multiple Ways to Earn \$LAM
**The Complete Earning Ecosystem**: While the marketplace is the primary revenue generator for creators, Action Model offers multiple paths to earn \$LAM tokens.
**Passive & Active Training** Earn \$LAM by contributing training data through the browser extension
**3-Layer Commission System** Earn 5-25% from your network's activities across three levels
**Complete Challenges** Earn multipliers and bonuses by completing specific workflow requests
## ActionFi: Additional Revenue for Top Creators
**ActionFi Partner Opportunities**: ActionFi is Action Model's B2B partnership platform. Top creators can earn additional revenue by creating workflows for ActionFi partner platforms, which offer the highest bounty multipliers (30x-73x+).
### How ActionFi Boosts Creator Earnings
ActionFi partners pay for verified user acquisition on their platforms. This creates premium earning opportunities:
| Opportunity | Description | Potential Earnings |
| - | - | - |
| **Partner Bounties** | Create workflows for ActionFi partner platforms | 30x-73x multipliers |
| **Featured Workflows** | Get featured on partner-sponsored campaigns | Priority placement + bonuses |
| **Custom Development** | Build bespoke workflows for partner onboarding | Direct contracts |
| **Consulting** | Help partners design their bounty task structures | Hourly consulting fees |
### Why ActionFi Partners Pay Premium
ActionFi partners receive **Proof-of-Action** verification, meaning every user who completes their tasks has demonstrably used their platform's features. This verified engagement is worth significantly more than traditional user acquisition, allowing partners to pay premium bounties.
[Learn more about ActionFi Partner Bounties →](/actionfi/for-platforms)
**Early Creator Advantage**: The earlier you join and start creating workflows, the higher your permanent earning percentage through [Creator Epochs](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards). First movers are already securing their position as the platform's primary earners.
***
**Stop trading time for money. Start building workflows that earn while you sleep.**
**The creator economy isn't coming. It's here. And you own it.**
# 1 Billion Jobs Will Be Displaced
Source: https://docs.actionmodel.com/the-action-model/1-billion-jobs-will-be-displaced
How AI automation will transform the global workforce, displacing over 1 billion computer-based jobs while creating unprecedented economic shifts
## The Scale of Disruption
The world stands at the precipice of the most significant workforce transformation in human history. **Over 1 billion people globally are employed to work behind computers**, performing tasks that AI agents are rapidly learning to automate. This isn't a distant future, it's happening now.
Knowledge workers globally representing 30% of the workforce
Projected S\&P 500 savings from AI automation by 2030
Global population with internet access ready for AI displacement
## The Computer Work Revolution
### Who Will Be Affected?
Every job that primarily requires three simple tools is at risk:
1. **Looking at a screen** 👁️
2. **Using a mouse** 🖱️
3. **Using a keyboard** ⌨️
These tools represent the entire interface between humans and digital work. **AI agents can now use all three**, making hundreds of millions of jobs vulnerable to automation.
According to UN/ILO 2023 data, knowledge workers comprise between 644-997 million people globally, representing 19.6-30.4% of total global employment.
### The Data Behind the Disruption
| Metric | Number | Percentage | Source |
| - | - | - | - |
| Knowledge Workers Globally | 644–997 million | 19.6–30.4% of global employment | [UN/ILO 2023](https://sdgs.un.org/sites/default/files/2023-05/B59%20-%20Berg%20-%20Automation%20hits%20the%20knowledge%20worker%20ChatGPT%20and%20the%20future%20of%20work.pdf) |
| Alternative Estimate | 1+ billion | \~30% of workforce | [Gartner/Forbes](https://askwonder.com/research/knowledge-worker-market-size-hyayzm1p4) |
| EU Computer Workers | \~30% | 30% of EU workforce | [Eurostat 2023](https://ec.europa.eu/eurostat/web/products-eurostat-news/w/ddn-20230627-1) |
| Global Internet Users | 5.65 billion | 68.7% of world population | [DataReportal 2025](https://datareportal.com/global-digital-overview) |
## The Economic Inevitability
### Why Businesses Will Choose AI
The economics are undeniable. When an AI agent can perform the work of 3-5 human employees at **95% less cost**, businesses face a simple calculation:
* **Cost**: \$50,000-100,000/year per employee
* **Availability**: 40 hours/week, sick days, vacation
* **Scalability**: Linear hiring costs
* **Training**: Weeks to months per new hire
* **Consistency**: Variable performance
* **Cost**: $1,000-2,000/month ($12-24k/year)
* **Availability**: 24/7/365, no breaks needed
* **Scalability**: Instant deployment of multiple agents
* **Training**: Pre-trained, instant expertise
* **Consistency**: Predictable, measurable performance
Morgan Stanley projects that S\&P 500 companies alone will save \$920 billion through AI automation and robotics by 2030. This represents a massive wealth transfer from workers to technology companies.
## Jobs Most at Risk
### Non-Technical Roles Leading the Displacement
Contrary to popular belief, it's not just entry-level positions at risk. The most vulnerable jobs are those involving:
* Data entry specialists
* Administrative assistants
* Bookkeepers and accounting clerks
* Scheduling coordinators
* Document processors
* Call center representatives
* Email support agents
* Chat support specialists
* Technical support (Level 1-2)
* Order processing staff
* Social media managers
* Content writers
* SEO specialists
* Email marketing coordinators
* Campaign managers
* Financial analysts (junior/mid)
* Report generators
* Compliance checkers
* Risk assessors
* Budget analysts
* Lead qualification specialists
* CRM managers
* Proposal writers
* Market researchers
* Sales development representatives
## The Timeline Is Accelerating
### Why Now?
Several factors are converging to accelerate this transformation:
Large Action Models (LAMs) have crossed the threshold from text generation to actual computer control. They can now navigate interfaces, fill forms, and complete complex workflows just like humans.
Global economic uncertainty is pushing businesses to cut costs aggressively. AI automation offers immediate ROI with minimal capital investment.
Early adopters are already reporting 70-90% efficiency gains. As success stories multiply, adoption accelerates exponentially.
Cloud computing, high-speed internet, and API ecosystems have created the perfect environment for AI agent deployment at scale.
## The Wealth Concentration Crisis
### Where Will the Money Go?
As jobs disappear, the economic value doesn't vanish, it concentrates:
**The harsh reality**: As hundreds of millions of jobs get displaced by AI, the money flow diverts from employed individuals to a handful of Big Tech companies providing these AI services.
This represents the largest wealth transfer in human history, from the global workforce to technology monopolies. Without intervention, 99% of this value will be captured by Big Tech.
## The Human Impact
### Beyond the Numbers
Behind every statistic is a human story:
* **Career professionals** with decades of experience finding their skills suddenly obsolete
* **Recent graduates** entering a job market that no longer exists
* **Entire communities** built around knowledge work facing economic collapse
* **Developing nations** losing their competitive advantage in service outsourcing
"Almost all of these jobs are non-technical roles, which AI can very simply replace. If you're employed to look at a screen, use a mouse, and type on a keyboard, your job is at risk, not in 10 years, but right now."
## What This Means for You
### The Uncomfortable Truth
If your job primarily involves any of the following, you can expect your role to be almost entirely automated within the next 2-5 years.
This transformation is not a distant possibility — it's already underway. The window to act is closing rapidly.
Example roles:
* Receptionists (front desk)
* Travel coordinators
* HR onboarding specialists
* Payroll processing staff
* Vendor management assistants
* Inventory clerks (digital tracking)
* Document archivists and file managers
Example roles:
* Tax preparers (basic returns)
* Accounts payable/receivable clerks
* Audit support analysts
* Financial statement compilers
* Expense report processors
* Budget tracking coordinators
* Regulatory compliance officers (routine checks)
Example roles:
* Lead researchers and prospecting specialists
* CRM data entry managers
* Follow-up email automation handlers
* Pricing strategy assistants
* Market intelligence gatherers
* Competitive analysis reporters
Example roles:
* Blog content schedulers
* SEO audit coordinators
* Meta tag optimizers
* A/B testing analysts (basic)
* Campaign performance trackers
* Social media comment responders
* Email list segmenters and cleaners
Example roles:
* Helpdesk Tier 1 support agents
* Password reset specialists
* Ticket triage clerks
* System monitoring watch staff
* Basic network troubleshooting assistants
* Software update coordinators
Example roles:
* Medical billing coders (ICD-10, CPT)
* Patient appointment schedulers
* Insurance verification agents
* Health records entry personnel
* Claims submission processors
* Pharmacy inventory trackers
Example roles:
* Document redaction specialists
* Case file organizers
* Legal research assistants (routine queries)
* Contract reviewers (standard clauses only)
* Discovery data prep workers
* Regulatory form fillers
Example roles:
* Online course content uploaders
* Quiz generator admins
* Student enrollment coordinators
* Gradebook maintainers
* LMS (Learning Management System) support staff
* Tutorial video captioners and editors
Example roles:
* Rental listing creators and updates
* Tenant screening assistants
* Lease document processors
* Property inspection report writers
* Maintenance request organizers
* Title search coordinators
Example roles:
* Order fulfillment clerks
* Delivery schedule managers
* Inventory status reporters
* Shipment tracking analysts
* Packaging label generators
* Customs documentation preparers
Example roles:
* News summary writers
* Press release editors
* Fact-checking assistants (basic)
* Content repurposers (e.g., turning blog posts into tweets)
* Subtitle and transcript creators
* Data visualization journalists (template-based)
Example roles:
* Logo redesign helpers (based on templates)
* Social media image batch editors
* Video thumbnail generators
* Stock photo taggers
* Basic graphic design assistants (Canva, Figma workflows)
* Brand style guide maintainers
**Your role is likely to be automated within the next 2-5 years.**
## The Path Forward
### Two Possible Futures
We stand at a crossroads with two distinct paths:
99% of AI value captured by tech giants. Mass unemployment. Extreme wealth inequality. Loss of economic agency for billions.
Distributed AI ownership through Action Model. Contributors become stakeholders. Shared prosperity through the \$LAM ecosystem.
## The Resistance Begins
The displacement is inevitable, but who benefits from it is not. Action Model represents the uprising, a chance for the very people whose jobs are being automated to own a piece of the AI future.
By joining Action Model now, you're not just adapting to the change, you're becoming part of it. Train the LAM, earn tokens, and secure your stake in the AI revolution that's reshaping the global economy.
## Become a part of the AI Future
The window to act is closing rapidly. Every day you wait, Big Tech consolidates more control over the AI future. But there's still time to join the resistance.
Discover how Action Model is building the community-owned alternative
Begin earning tokens by training the LAM
Become part of the AI future instead of its victim
***
The future of work is being rewritten. The question isn't whether AI will transform employment, it's whether you'll be part of owning that transformation or merely subject to it. The choice is yours, but time is running out.
# Action Model is the Uprising
Source: https://docs.actionmodel.com/the-action-model/action-model-is-the-uprising
Join the resistance against Big Tech's AI monopoly. Action Model is building the community-owned alternative where contributors become owners of the AI revolution.
## The Battle for AI's Future Has Begun
Right now, as you read this, the greatest transfer of wealth and power in human history is underway. Big Tech is racing to build AI that will replace a billion jobs, concentrate unprecedented wealth, and fundamentally reshape society.
**But there's another path, and Action Model is leading the uprising.**
**The stakes couldn't be higher:** Either we collectively own the AI that will run our world, or we become subjects to a handful of tech monopolies. There is no middle ground.
## The Enemy: Big Tech's Extraction Machine
### How They're Stealing Your Future
Every day, you generate valuable data that Big Tech harvests without compensation:
* Your browsing patterns train their models
* Your content becomes their training data
* Your interactions improve their algorithms
* Your digital life enriches their shareholders
**You create the value. They capture 100% of it.**
As their AI improves using your data:
* Your job gets automated
* Your skills become obsolete
* Your income disappears
* Their revenue skyrockets
**You lose your livelihood. They gain a customer.**
The end game of Big Tech's AI dominance:
* They control all digital labor
* They set all prices
* They own all automation
* They decide who thrives and who survives
**You become dependent. They become indispensable.**
## Our Core Belief: AI Owned by All
**We believe that this disruptive AI should be owned by all of us, especially the people who helped it grow, helped train it, or contributed to it.**
This isn't just a nice idea, it's the foundation of everything we're building. While Big Tech extracts value from billions to enrich a few, we're creating a system where contribution equals ownership.
## The Manifesto: What We Fight For
### Our Principles
The people who train AI models with their data, behaviors, and knowledge should own the value created. Not venture capitalists. Not tech giants. The contributors.
When AI replaces human work, the economic benefits shouldn't concentrate in Silicon Valley. They should flow to every person displaced, every community affected.
While Big Tech hides their models behind corporate walls, we build in the open. Our community knows how the LAM works, how tokens are distributed, how decisions are made.
Major decisions about the platform's future are made by token holders, not a CEO. Real governance by the people affected, not corporate boards.
We're not trying to beat Big Tech at their own game. We're changing the game entirely. From winner-takes-all to everyone-wins-together.
## The Resistance: Action Model's Revolution
### We're Not Just Building Technology, We're Building a Movement
Every contributor becomes an owner through \$LAM tokens. This isn't charity, it's justice.
Millions of users training one model that belongs to all of us, not a corporate boardroom.
Token holders vote on the future. Real democracy, not corporate dictatorship.
## How You Become an Owner
By contributing to the platform, you receive tokens as a reward. These tokens act as your share in the AI future, this is your stake in the future of AI.
[Learn more about contributing →](/the-action-model/how-to-be-part-of-the-ai-future)
Create and sell workflows to earn tokens
Invite others and earn from their activity
Complete bounties and challenges
Train the LAM with your data
### Your Tokens, Your Power
These tokens have two distinct mechanisms behind them:
**Tokens are the central fuel and utility in the AI**
* These tokens are consumed when anyone uses the Action Model
* Therefore, these tokens have an inherent value, as they are consumed by the ecosystem to run the AI
* Every workflow execution, every agent action, every automation requires \$LAM
[Learn more about token utility →](/tokenomics/token-utility)
**Tokens will run the DAO**
* You will have part of the AI future
* There will be governance and voting mechanics through the DAO
* Major platform decisions are made by token holders
* Shape the direction of AI development democratically
[Learn more about governance →](/tokenomics/token-utility#dao-governance)
## From Kickstart to Unicorn
Build the uprising with millions of members
Create industry-leading LAM through collective effort
Community becomes the sales and marketing engine
Achieve unicorn status through circular economy
### Launch the Resistance
**Millions of community members training WILL create an industry leading Large Action Model**
Key Objectives:
* Gather the first 100,000 revolutionaries
* Launch browser extension and training program
* Establish the token economy foundation
* Build core LAM capabilities
**Your mission**: Join now and become a founding member
### The Action Model Army
**These millions of community members will have \$LAM tokens, which grow in value as B2B customers use the Actionist products**
Key Objectives:
* Reach 1 million active contributors
* Launch full marketplace ecosystem
* Deploy first enterprise agents
* Community ownership via \$LAM rewards
**Your mission**: Train intensively and create workflows
### 10k Customers → \$250m Annual Revenue
**Our community will be our Activists, Referrers and Resellers, growing our B2B / API revenue**
Key Objectives:
* Scale to 10 million members
* Surpass Big Tech model performance
* Capture significant enterprise market share
* Establish DAO governance
**Your mission**: Evangelize and expand the movement
### Circular Economy → Unicorn Status
**\$100m genuine revenue → \$1bn+ Market Cap through token buybacks**
Key Objectives:
* Become the dominant automation platform
* Distribute billions in value to contributors
* Prove community ownership model superior
* Self-reinforcing economic cycle established
**Your mission**: Govern and guide our collective future
## Why This Uprising Will Succeed
### 1. The Incentive Alignment Revolution
* Users provide data for free
* Corporation captures all value
* No incentive to contribute quality
* Zero ownership for contributors
* Extraction-based economy
* Users earn tokens for data
* Community captures value
* Quality contributions = more rewards
* Every contributor is an owner
* Creation-based economy
### 2. The Viral Growth Mechanism
**The Beautiful Paradox**: The people whose jobs are most at risk are the most incentivized to join. Every person facing AI displacement becomes a soldier in our army, earning their stake in the future that's coming regardless.
**Multi-Layer Referral Scheme: Growing the Resistance**
Our 3-layer referral system creates exponential growth where everyone is incentivized to invite friends:
Up to 25% of all \$LAM your referrals generate, forever
Earn from your referrals, their referrals, and their referrals' referrals
Up to 80,000 bonus LAM points for each successful referral
**Why this creates unstoppable growth:**
* More users = bigger project = higher token value
* Every member becomes a recruiter for their own financial benefit
* Network effects compound as each layer grows
* The resistance expands organically through aligned incentives
[Learn more about the referral system →](/tokenomics/referrals-and-affiliates)
### 3. The Unstoppable Network Effect
This cycle, once started, becomes self-reinforcing and unstoppable.
## The Strategy: How We Win
### Phase 1: Build the Army
Every person who joins weakens Big Tech's monopoly. We're building an army of millions who refuse to be victims of AI displacement.
[Join the resistance now →](/the-large-action-model-lam/browser-extension-overview)
The LAM grows stronger with every contribution. While Big Tech hoards data, we're building collectively, transparently, powerfully.
[Start training →](/the-large-action-model-lam/training-the-large-action-model)
Every token earned is a piece of the future. Unlike Big Tech's shareholders, our contributors ARE our owners.
[Learn about \$LAM tokens →](/tokenomics/token-utility)
### Phase 2: Capture the Market
**The Network Effect Revolution**: As our community grows, so does our power. Every new member makes the LAM smarter, the token more valuable, and Big Tech's advantage smaller.
### Phase 3: Claim Victory
The uprising succeeds when:
* **10 million+ members** strong, we become unstoppable
* **The LAM outperforms** Big Tech's closed models
* **Businesses choose us** because our community demands it
* **The token economy** creates sustainable, distributed wealth
* **We prove** that community ownership beats corporate control
## Your Role in the Uprising
### You're Not a User, You're a Revolutionary
**Mission**: Train the LAM with your browsing data
**Weapons**: Browser extension, desktop app
**Reward**: \$LAM tokens for every contribution
**Impact**: Every action weakens Big Tech's data monopoly
[Become a Data Warrior →](/the-large-action-model-lam/browser-extension-overview)
**Mission**: Build automations for the community
**Weapons**: Workflow editor, marketplace platform
**Reward**: 33% of all \$LAM consumed by your workflows
**Impact**: Every workflow reduces dependence on Big Tech
[Become a Creator →](/marketplace/marketplace-overview)
**Mission**: Spread the word, grow the resistance
**Weapons**: Referral links, social platforms
**Reward**: Multi-tier referral rewards
**Impact**: Every recruit strengthens our movement
[Become an Evangelist →](/tokenomics/referrals-and-affiliates)
## The Choice: Victim or Victor?
### Two Futures, One Decision
**The clock is ticking.** Every day you wait, Big Tech gets stronger. Every moment you hesitate, their monopoly solidifies. The window to join this uprising is closing.
* Watch your job get automated
* Receive nothing as AI replaces you
* Become dependent on Big Tech's mercy
* Lose agency over your future
* Explain to your children why you didn't fight
* Own a piece of the AI revolution
* Earn tokens as you contribute
* Build collective power
* Shape the future actively
* Tell your children you were part of the resistance
## Join the Uprising Today
### Your Revolutionary Journey Starts Here
Download the browser extension and start earning immediately. Every click is a vote against Big Tech monopoly.
[Get the Extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag)
Share this manifesto. Every person you recruit weakens their stranglehold on AI's future.
[Share the Uprising →](/tokenomics/referrals-and-affiliates)
This isn't a product, it's a movement. Commit to training daily, creating workflows, and building our collective future.
[Take the Pledge →](https://train.actionmodel.com)
**Remember**: Revolutions aren't won by the majority, they're won by a committed minority who refuse to accept the status quo. Be part of that minority. Be part of history.
***
## The Final Word
**To Big Tech**: We see what you're doing. We reject your vision of the future. We're building our own.
**To the Community**: You are not users. You are not products. You are revolutionaries, and together, we are unstoppable.
**To History**: Let it record that when humanity faced its greatest challenge, the concentration of AI power, we chose to fight. We chose to build. We chose to win.
1 billion jobs at risk
Big Tech's monopoly plan
Join the resistance
**The uprising is here. The revolution is now. The future is ours to take.**
**Will you be part of it?**
# Big Tech Owns 99% of the AI Future
Source: https://docs.actionmodel.com/the-action-model/big-tech-owns-99-percent-of-ai-future
The harsh reality of AI monopolization: How a handful of tech giants are positioning themselves to control automation, displace billions of workers, and capture trillions in value, unless we stop them.
## The Monopoly Is Already Here
While the world debates AI safety and ethics, a more immediate threat has materialized: **complete monopolization of AI technology by a handful of corporations**.
## The Deep Tech Reality
### Why LAMs Are Infinitely Harder Than LLMs
**Deep Tech Truth**: This technology is very hard to train. The data requirements for a Large Action Model are significantly harder to attain than an LLM, creating an even deeper moat that only Big Tech can cross.
### LAMs vs LLMs: A Completely Different Game
Unlike Language Models (LLMs) where training data can simply be downloaded from the internet:
* Books & journals freely available
* Scientific papers downloadable
* Billions of web articles
* Social media posts
* Wikipedia & forums
* **Cost**: Nearly free to acquire
* GUI interaction recordings needed
* Human actions must be captured
* Screen states tracked in sequence
* Decision contexts preserved
* Task completions mapped
* **Cost**: Expensive to collect
### What is Path Data?
**Path data** is the sequential recording of human-computer interactions that show HOW tasks are completed, not just what the end result looks like.
Path data captures **five critical elements**:
Visual state of the screen at each step, showing buttons, forms, menus, and content as they appear to users
Every mouse click, keyboard input, scroll, drag, hover, and navigation choice made by the user
The goal being achieved and why specific actions are taken at each decision point
The exact order and timing of actions, including pauses, corrections, and alternative paths
Why certain paths were chosen over others, what errors were avoided, how problems were solved
[Learn more about the Action Tree →](/the-large-action-model-lam/training-the-large-action-model#the-action-tree%3A-mapping-the-interactive-internet)
**Critical Difference**: An LLM learns from reading about driving. A LAM needs to watch millions of hours of actual driving, seeing every turn of the wheel, every brake application, every navigation decision.
### The Collection Challenge
Large Action Models need path data to train, but this doesn't exist organically to be scraped. It must be:
* **Deliberately recorded** - Requires active user participation
* **Properly labeled** - Needs context about what's being done
* **Sequentially organized** - Must maintain temporal relationships
* **Context-preserved** - Requires understanding of user intent
**Result**: Training data is extremely scarce, giving massive advantage to those who can collect it. The Action Model community can collect this together.
Learn how LAMs are trained with path data
Learn about the Browser Extension that collects training data
Start training in 60 seconds - Download the extension
**Action Models Are Significantly More Complicated Than Language Models**
The technical challenges compound:
* **Visual understanding**: Processing screenshots and UI elements
* **Temporal sequencing**: Understanding action order and timing
* **Context preservation**: Maintaining state across interactions
* **Error handling**: Managing failed actions and recovery
* **Cross-platform compatibility**: Working across different OS and applications
This creates a much deeper moat in creating Action Models, reducing the number of participants or competitors in this space.
## The Data Exploitation Crisis
### Your Data, Their Profit
**The Ultimate Betrayal**: Your data is being taken to train all of this, and you aren't given any share of it. Every click, every search, every document you create, they're using it to build the AI that will replace you.
Think about it:
* **You provide the data** through years of using their platforms
* **They train the AI** using your behavioral patterns
* **They sell the AI** that replaces your job
* **You pay them** to use the AI that you helped create
**We believe that AI should be owned by the people who contribute to it.** This is why Action Model exists.
## The Big Tech Cartel
### Who Controls Your Future
Controls: Search, Android, Chrome, YouTube, DeepMind, Gemini
Controls: Windows, Office, Azure, LinkedIn, GitHub, OpenAI stake
Controls: iOS, Mac, App Store ecosystem
Controls: ChatGPT, GPT-4, DALL-E, Codex
Controls: Facebook, Instagram, WhatsApp, Reality Labs
Controls: Global conversation platform, Grok AI
Controls: AWS, E-commerce, Alexa, Robotics
Controls: Claude, Constitutional AI
Controls: AI chips (GPUs), CUDA platform, AI computing infrastructure
**Combined Power**: These 5 companies have a combined market cap exceeding **\$12 trillion**, larger than the GDP of every country except the US and China. They're using this war chest to ensure AI remains their exclusive domain.
## How They Built the Walls
### The Monopolization Playbook
**They Own Your Digital Life**
* **Google**: 8.5 billion searches daily = training data
* **Meta**: 3 billion users' social graphs = behavioral data
* **Microsoft**: Every Office document = enterprise knowledge
* **Amazon**: 300 million customers = purchase patterns
* **Apple**: 2 billion devices = personal usage data
**Result**: Insurmountable data advantage for training AI models
**They Control the Infrastructure**
* **90% of AI training** happens on Big Tech's infrastructure
* **GPUs cost millions** - only they can afford them at scale
* **Cloud monopoly** - AWS, Azure, GCP control 65% of cloud
* **Vertical integration** - designing custom AI chips (TPUs, etc.)
**Result**: Physical barriers preventing competition
**They Buy Every Brain**
* **\$500K-\$1M salaries** for AI researchers
* **Acqui-hiring** - buying startups just for talent
* **Academic capture** - funding university labs
* **Golden handcuffs** - equity that locks in talent
**Result**: Brain drain from public/open development
**They Write the Rules**
* **Lobbying armies** - spending \$100M+ annually
* **"AI Safety" narrative** - regulations that favor incumbents
* **Compliance costs** - rules only big companies can afford
* **Patent walls** - thousands of AI patents as weapons
**Result**: Legal moat protecting their position
## The True Cost of Monopoly
### What 99% Control Means for Humanity
**\$15 Trillion Wealth Transfer**
When Big Tech owns 99% of AI:
* **1 billion jobs automated** = \$30 trillion in lost wages
* **All value flows upward** to tech shareholders
* **Local economies collapse** as money concentrates in Silicon Valley
* **Small businesses can't compete** with AI-powered giants
* **Innovation dies** - no competition means no progress
**The Critical Truth**: As hundreds of millions of jobs get displaced by AI ([See 1 Billion Jobs Will Be Displaced](/the-action-model/1-billion-jobs-will-be-displaced)), the money flow will be diverted from people (employed) to Big Tech (Agents). Every salary that disappears becomes subscription revenue for tech giants.
The greatest concentration of wealth in human history.
**Digital Feudalism Emerges**
The new social hierarchy:
* **0.0001%**: Tech executives and major shareholders
* **0.1%**: Tech employees with equity
* **10%**: Service workers for the tech elite
* **89.9%**: The displaced, dependent on Universal Basic Income
Society splits into tech lords and digital serfs.
**Democracy Becomes Decoration**
With economic power comes political domination:
* **Campaign funding** - unlimited resources to buy elections
* **Media control** - owning the platforms where discourse happens
* **Surveillance capability** - knowing everything about everyone
* **Behavioral manipulation** - AI that shapes thoughts and actions
* **Dependency creation** - controlling essential services
Whoever controls AI controls society itself.
**The End of Human Progress**
Monopolies kill innovation:
* **No competition** = no pressure to improve
* **Rent-seeking** replaces value creation
* **Barriers to entry** become insurmountable
* **Open source dies** - can't compete with closed resources
* **Human creativity atrophies** - why create when AI does it better?
We enter a permanent technological dark age.
## The Extraction Economy
### How They'll Monetize Your Displacement
**The Business Model**: You lose your job to their AI. You then pay them to use that AI. They profit from both your displacement and your dependency.
### Revenue Streams from Human Obsolescence
**\$5 Trillion Annual Market**
* Selling AI workers to replace human workers
* \$2-5K/month per AI agent
* 500 million potential AI agents
* Infinite scalability, zero marginal cost
**\$3 Trillion Annual Market**
* AI assistants for everything
* Subscription for basic services
* Premium tiers for better AI
* Pay-to-play economy
**\$2 Trillion Annual Market**
* Your data trains their models
* Your behavior feeds their algorithms
* Your replacement enriches them
* Perpetual value extraction
**\$1 Trillion Annual Market**
* Every AI action requires their compute
* Every business needs their platform
* Every developer uses their tools
* Digital toll roads everywhere
## Why LAMs Make It Worse
### The Ultimate Monopoly Tool
Large Action Models represent an exponential increase in Big Tech's power:
LAMs don't just generate text, they perform actual work:
* **Control computers** like humans do
* **Navigate any interface** without APIs
* **Complete complex tasks** end-to-end
* **Replace entire roles**, not just tasks
This means Big Tech can automate literally any computer-based job.
LAMs require resources only Big Tech has:
* **Massive training data** from GUI interactions
* **Enormous compute** for model training
* **Complex infrastructure** for deployment
* **Years of development** already invested
The barrier to entry is insurmountable for newcomers.
LAMs create winner-take-all dynamics:
* **More users = more data**
* **More data = better models**
* **Better models = more users**
* **Infinite loop** of competitive advantage
Once ahead, Big Tech becomes uncatchable.
## The Only Alternative
### Why Action Model Is the Last Hope
**The Uncomfortable Truth**: If Action Model fails, Big Tech's monopoly becomes permanent. There won't be a second chance at community-owned AI.
**With Action Model, you can own a stake in AI.** Instead of your data enriching Big Tech, you become a stakeholder in the AI revolution. **Action Model is the Resistance** ([See Action Model is the Uprising](/the-action-model/action-model-is-the-uprising)).
## The Choice Is Binary
### Monopoly or Democracy
There are only two possible futures:
**The Timeline:**
* 2026/2027: Mass layoffs begin
* 2027/2028: UBI discussions start
* 2028/2029: Social unrest peaks
* 2029/2030: New order established
* 2030+: Permanent tech feudalism
**Your Role:** Digital serf
**Your Agency:** None
**Your Future:** Predetermined
**The Timeline:**
* 2026: Community uprising begins
* 2027: LAM achieves parity
* 2028: Mass adoption accelerates
* 2029: Big Tech monopoly breaks
* 2030: Distributed AI economy
**Your Role:** AI owner
**Your Agency:** Complete
**Your Future:** Self-determined
## Take Action Now
### Before It's Too Late
**Critical Decision Point**: Every day you wait, Big Tech gets stronger. Every moment of inaction is a vote for monopoly. The time to act is NOW.
Understand that Big Tech's AI monopoly isn't a possibility, it's actively being constructed. Your future is being decided without you.
[Learn more about the impact →](/the-action-model/1-billion-jobs-will-be-displaced)
Stop feeding Big Tech's models with your data. Start contributing to the community-owned alternative.
[Join Action Model →](/the-action-model/action-model-is-the-uprising)
Share this reality with others. The monopoly thrives on ignorance. Knowledge is our first weapon.
[Share the message →](/tokenomics/referrals-and-affiliates)
Contribute data, create workflows, earn tokens. Be part of the solution, not a victim of the problem.
[Start building →](/the-action-model/how-to-be-part-of-the-ai-future)
***
## The Final Warning
**To Those Who Think This Is Hyperbole**: Look at every other industry Big Tech has entered. Search. Social. Shopping. Cloud. The pattern is always the same: enter, dominate, extract. AI is their ultimate play.
**To Those Who Think It's Too Late**: It's not, but barely. We have a narrow window where collective action can still make a difference. That window is measured in months.
**To Those Ready to Fight**: You're not alone. Millions are waking up to this reality. Together, we can build the alternative. Together, we can prevent the monopoly.
The entire future of human agency
The world's largest tech companies
You, me, and millions like us
**Big Tech owns 99% of the AI future, unless we stop them.**
**The choice is yours. The time is now.**
# How to Be Part of the AI Future
Source: https://docs.actionmodel.com/the-action-model/how-to-be-part-of-the-ai-future
Your practical guide to securing your place in the AI revolution. Learn how to transition from victim to victor, from displaced to owner, from observer to participant in the greatest technological shift in human history.
## Your Future Is Being Written Right Now
In the next 5 years, AI will fundamentally reshape every aspect of work, wealth, and society. The question isn't whether you'll be affected—it's whether you'll be a victim or a beneficiary of this transformation.
**This page is your roadmap to being part of the AI future, not a casualty of it.**
**The Stark Reality**: If you do nothing, you will be displaced. If you act now, you can be an owner. The window to choose is measured in months, not years.
## The Three Paths Forward
### Choose Your Destiny
**Do Nothing and Hope for the Best**
* **Strategy**: Ignore the AI revolution
* **Action**: Continue as normal
* **Outcome**: Job automated within 2-5 years
* **Financial Result**: Income → \$0
* **Future Role**: Dependent on UBI
* **Agency**: None
**Probability of Success**: 0%
**Learn to Work WITH AI**
* **Strategy**: Become an AI power user
* **Action**: Master AI tools
* **Outcome**: Temporary competitive advantage
* **Financial Result**: Higher productivity (for now)
* **Future Role**: AI supervisor (until that's automated too)
* **Agency**: Limited and temporary
**Probability of Success**: 30% (declining over time)
**Own a Piece of the AI Revolution**
* **Strategy**: Become a stakeholder in AI development
* **Action**: Join Action Model and contribute
* **Outcome**: Ownership stake in the future
* **Financial Result**: Passive income from AI economy
* **Future Role**: AI owner and governor
* **Agency**: Complete and permanent
**Opportunity**: Early participants are best positioned to benefit
## The Five Pillars of Participation
### How to Maximize Your AI Future
**Turn Your Browsing Into Ownership**
Every interaction you have with the internet is valuable training data. Instead of giving it away for free to Big Tech, contribute it to Action Model and earn tokens.
**How to Excel:**
* Install browser extension on all devices
* Enable passive training 24/7
* Focus on diverse website interactions
* Target high-bounty platforms
* Document unique workflows
**Earning Potential:** 1k-10k \$LAM tokens daily
[Start training now →](/the-large-action-model-lam/browser-extension-overview)
**Build Once, Earn Forever**
Create automation workflows that others can use. Every time someone executes your workflow, you earn 33% of the \$LAM consumed.
**How to Excel:**
* Identify repetitive tasks in your field
* Build workflows for popular platforms
* Optimize for reliability and speed
* Create tutorial content
* Build a reputation for quality
**Earning Potential:** 1,000-50,000 \$LAM tokens monthly (passive)
[Explore the marketplace →](/marketplace/marketplace-overview)
**Your Network Is Your Net Worth**
The referral system rewards you for growing the Action Model community. Earn from three levels of referrals.
**How to Excel:**
* Share your unique referral link
* Create content about Action Model
* Host local meetups
* Build an online following
* Target displaced workers
**Earning Potential:** 5-25% of all referred earnings
[Learn about referrals →](/tokenomics/referrals-and-affiliates)
**Target High-Value Opportunities**
Some platforms and workflows are particularly valuable. Bounties offer 10-100x normal rewards for specific contributions.
**How to Excel:**
* Monitor bounty announcements daily
* Focus on your expertise areas
* Form teams for complex bounties
* Be first to new bounties
* Deliver exceptional quality
**Earning Potential:** 10,000-100,000 \$LAM per bounty
[View current ActionFi bounties →](/actionfi/Earn-on-ActionFi)
**Shape the Future You Want to See**
As a token holder, you have governance rights. Participate in shaping Action Model's direction.
**How to Excel:**
* Participate in governance votes
* Propose improvements
* Help new members
* Create educational content
* Become a recognized expert
**Benefits:** Influence, recognition, additional opportunities
**Join our community:**
* [Discord](https://discord.gg/2j633ANFj5)
* [X (Twitter)](https://x.com/ActionModelAI)
* [Telegram](https://t.me/actionmodel)
* [Instagram](https://www.instagram.com/actionmodelai)
* [LinkedIn](https://www.linkedin.com/company/actionmodelai/)
* [YouTube](https://www.youtube.com/@actionmodelai)
* [Reddit](https://www.reddit.com/r/ActionModel/)
## The Action Model Opportunity
### Your Gateway to AI Ownership
**The Revolutionary Proposition**: While Big Tech wants you to be a consumer of AI, Action Model makes you an OWNER of AI. Every contribution you make earns you tokens—literal ownership stakes in the AI future.
Begin earning \$LAM tokens today with zero investment required
Choose how you contribute based on your skills and time
Early participants benefit most from network effects
## Your 30-Day Transformation Plan
### From Zero to AI Stakeholder
**Understand the Reality**
1. Read about [the 1 billion jobs at risk](/the-action-model/1-billion-jobs-will-be-displaced)
2. Understand [Big Tech's monopoly plan](/the-action-model/big-tech-owns-99-percent-of-ai-future)
3. Learn why [Action Model is the uprising](/the-action-model/action-model-is-the-uprising)
4. Join our socials - [X](https://x.com/ActionModelAI), [Instagram](https://www.instagram.com/actionmodelai), [Telegram](https://t.me/actionmodel), [Discord](https://discord.gg/2j633ANFj5)
5. Install the [browser extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag)
6. Join the [dashboard](https://train.actionmodel.com)
**Goal**: Full awareness of the stakes and opportunity
**Start Contributing**
1. Enable passive training in browser extension
2. Complete your first active training session
3. Understand [how training works](/the-large-action-model-lam/training-the-large-action-model)
4. Earn your first \$LAM tokens
5. Join the community Discord
6. Start earning in the background ([learn about background training](/the-large-action-model-lam/browser-extension-overview#background-training))
7. Learn how to make workflows ([create your first workflow](/marketplace/marketplace-overview#creating-workflows))
**Goal**: Become an active contributor
**Maximize Your Impact**
1. Identify high-value [ActionFi bounties](/actionfi/Earn-on-ActionFi)
2. Create your first workflow
3. Share your referral link
4. Recruit 3 friends to the movement
**Goal**: Establish multiple revenue streams
**Secure Your Position**
1. Achieve top 20% contributor status
2. Build a referral network
3. Create marketable workflows
4. Establish daily training routine
5. Plan long-term strategy
**Goal**: Permanent stakeholder status
## Skills That Transfer
### Your Existing Expertise Has Value
**Your Advantage:**
* Network building expertise
* Referral system mastery
* Communication skills
* Relationship management
**Focus On:** Building the largest referral network
**Your Advantage:**
* Technical workflow creation
* Complex automation building
* API understanding
* Debugging skills
**Focus On:** Creating high-value technical workflows
**Your Advantage:**
* Content creation abilities
* Audience building skills
* Campaign management
* Analytics understanding
**Focus On:** Growing the community and creating viral content
**Your Advantage:**
* Process optimization knowledge
* Workflow design expertise
* Efficiency focus
* Systems thinking
**Focus On:** Building the most efficient workflows
## Overcoming Common Objections
### Why People Hesitate (And Why They're Wrong)
**Reality Check**: You don't have time NOT to do this.
* Passive training requires zero additional time
* Your job will be automated whether you participate or not
* 2 hours today or unemployment tomorrow—your choice
* The time you spend scrolling social media could secure your future
**Solution**: Start with just passive training while you browse normally
**Reality Check**: Perfect! Most valuable training comes from non-technical users.
* The LAM needs to learn from regular people, not just developers
* Your everyday workflows are incredibly valuable
* Non-technical roles are being automated first (more urgency)
* The interface is designed for everyone
**Solution**: Your lack of technical skills is actually an advantage
**Reality Check**: The only thing "too good to be true" is thinking your job is safe.
* Big Tech is already doing this—just keeping all the value
* The economics are proven (see tokenomics)
* Early internet, Bitcoin, and Uber all sounded "too good to be true"
* The risk is in NOT participating, not in joining
**Solution**: Start small, verify for yourself, then scale up
**Reality Check**: By the time you "see," it'll be too late.
* Network effects mean early participants win
* Every day you wait, thousands join ahead of you
* The opportunity decreases exponentially over time
* "Wait and see" = "wait and lose"
**Solution**: Start with minimal commitment and increase as you see results
## The Next 90 Days Will Define Your Next 30 Years
### Your Action Plan Starts Now
Make the decision. Your future self will thank you.
1. [Install the browser extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag)
2. [Create your dashboard account](https://train.actionmodel.com)
3. Enable passive training
4. Share this page with one person
**Time required**: 15 minutes **Impact**: Life-changing
Establish your foundation in the ecosystem.
1. Complete 10 hours of active training
2. Join the Discord community
3. Identify your first bounty target
4. Create your referral strategy
5. Plan your first workflow
**Time required**: 2 hours/day
Accelerate your position building.
1. Achieve consistent daily training
2. Launch your first workflow
3. Recruit 10 referrals
4. Complete one bounty
5. Establish your reputation
**Time required**: 3-4 hours/day
Secure your permanent position.
1. Reach top 10% contributor status
2. Build passive income streams
3. Expand referral network to 50+
4. Create 5+ successful workflows
5. Become a recognized community leader
**Time required**: 4-5 hours/day
## The Final Decision
### Two Letters That Will Define Your Life
**This is it.** The moment where you choose between two futures. Not tomorrow. Not next week. Right now.
* Continue your current path
* Hope AI doesn't affect you
* Watch others secure their futures
* Become dependent on Big Tech
* Regret this moment forever
**Your future**: Determined by others
* Take control immediately
* Start earning from AI today
* Build increasing value daily
* Own your piece of the future
* Remember this as the day everything changed
**Your future**: Determined by you
## Start Your Journey Right Now
### Three Clicks to Change Your Life
**Remember**: The AI revolution is happening with or without you. The only question is whether you'll own a piece of it or be owned by it.
[Get the Browser Extension](https://chromewebstore.google.com/detail/action-model/lhciigpkocgkbnbjimbbiejpfijdbcag)
[Access the Dashboard](https://train.actionmodel.com)
Send this page to someone whose future you care about
***
## Your Future Begins Now
**To Future You**: Whether you're reading this as an AI owner enjoying passive income or as someone struggling with displacement, remember this moment. This was when you had the choice. This was when you could have acted. This was when everything was still possible.
**Make future you proud. Act now.**
Understand what's coming
Know who profits from your loss
Join the resistance
**The future belongs to those who act today.**
**Will that be you?**
# Browser Extension Overview
Source: https://docs.actionmodel.com/the-large-action-model-lam/browser-extension-overview
Join the AI revolution in 60 seconds. Install the Action Model browser extension to train the world's first community-owned LAM while earning tokens in the background.
**Your Data, Your Rewards**: Unlike Big Tech that takes your data to train their AI without compensation, Action Model rewards you for your time. Install the extension, browse normally, and earn tokens that represent your ownership in the AI future.
## You Are Always in Control
**Extension Only Runs When You Enable It**: The Action Model browser extension is designed with your consent at its core. The extension will **never** start recording or operating without you manually enabling Background Training or ActionFi mode. This is a fundamental principle outlined in our Google Extension Terms and Conditions, ensuring you always have complete control over when and how the extension operates.
The extension remains inactive until you explicitly enable Background Training or ActionFi. No automatic data collection, ever.
Start and stop training whenever you want. The extension respects your browsing preferences completely.
## The Power of Community Training
### Building the LAM Together
The Action Model browser extension is the cornerstone of our community-driven approach to training the Large Action Model. By recording real user interactions across the web, we're creating the most comprehensive map of digital actions ever assembled.
Install, connect, and start earning in under a minute. No technical knowledge required.
Earn tokens automatically while browsing. Your normal internet usage becomes valuable training data.
You control what's shared. Sensitive sites are automatically excluded. Your data, your rules.
## How It Works
### The Journey from Click to Intelligence
Add to Chrome, Firefox, or Edge in one click. Available on all major browsers.
Link your Action Model account to track rewards and manage settings.
Use the internet as you always do. The extension works silently in the background.
Every click, type, and navigation is captured and anonymized.
Receive \$LAM tokens based on the quality and quantity of your contributions.
Your tokens represent ownership in the LAM and voting rights in the DAO.
## Training Modes
### Choose Your Level of Engagement
**Set It and Forget It**
Background training is the simplest way to earn tokens. Once you enable it, the extension runs quietly in the background, recording your natural browsing patterns without any intervention required. We designed background training to keep running continuously once enabled, so you can truly set it and forget it.
Note: We are aware of a bug where the extension may stop running after a browser update. This can end your background training session without notification. We recommend periodically checking the extension icon to confirm training is active.
**What's Collected**: Page navigation sequences, click patterns, form interactions, time spent on tasks, general workflow patterns
**Rewards**: Base rate of 10 points per minute, multipliers for valuable platforms, automatic daily payouts, zero effort required
**Perfect For**: All users, privacy-conscious contributors, passive income seekers, first-time trainers
**Maximum Impact, Maximum Rewards**
Earn massive multipliers by training on [ActionFi](/actionfi/actionfi-overview) partner platforms. These are strategic partnerships where platforms pay for verified user activity.
**How It Works**: Browse ActionFi partner platforms normally, extension tracks your time, earn boosted rewards with multipliers up to 50x
**Rewards**: Up to 50x multiplier on base rate, 500+ points per minute on top platforms, partner-specific bonuses, early access to features
**Perfect For**: Power users, Web3 enthusiasts, DeFi users, maximum earners
[Learn more about ActionFi →](/actionfi/Earn-on-ActionFi)
## What Data Is Collected
### Comprehensive Yet Respectful
**Transparency First**: We collect only what's necessary to train the LAM effectively. Every piece of data serves a purpose in teaching AI how to navigate the digital world.
**What**: HTML structure, element IDs, classes, and attributes **Why**: Identifies interactive elements and their relationships **Example**: Button locations, form fields, navigation menus
**What**: Visual captures of page states (anonymized) **Why**: Provides visual context for actions **Example**: Layout understanding, visual element recognition
**What**: Clicks, scrolls, hovers, and keyboard inputs **Why**: Maps action sequences to outcomes **Example**: How users complete specific tasks
**What**: Page transitions and navigation paths **Why**: Understands site structure and user journeys **Example**: Multi-step checkout processes
**What**: Time between actions and page load times **Why**: Creates realistic action pacing **Example**: Natural typing speed, thinking pauses
**What**: API calls and responses (metadata only) **Why**: Understands dynamic content loading **Example**: AJAX updates, form submissions
## Training History and Session Management
### Track Every Contribution
All of your training sessions are logged and accessible through the [Training History](https://train.actionmodel.com/training-history) tab on your dashboard. Here you can see your total earnings, training sessions, time contributed, and actions recorded.
### Automatic Session Batching
For convenience and easy tracking, the extension automatically splits background training sessions into approximately 24-hour batches. The exact timing may vary slightly depending on when your device is active, but this batching makes it simple to review your daily contributions and earnings.
Background training sessions are automatically organized into daily chunks for easy tracking and review.
Your history shows both Background Training and ActionFi sessions, each clearly labeled with type, duration, and points earned.
### Session Details and Data Transparency
Click into any training session to view detailed information about that specific run. From here you can see:
* **Points Earned**: Total rewards for this session
* **Actions Recorded**: Number of interactions captured
* **Duration**: How long the session ran
* **Websites Visited**: Number of unique sites in this session
* **Action Branch**: A detailed breakdown of every recorded action
**Full Data Transparency**: You can review exactly what data was collected for each action, including the interaction type, timestamps, and element details. Learn more about the data we collect in our [Security and Privacy](/the-large-action-model-lam/security-and-privacy) documentation.
### Delete Your Data Anytime
Every session includes a **Delete** button that allows you to permanently remove that training data from our systems. Note that deleting a session will forfeit any rewards associated with it, as the data will no longer contribute to LAM training.
## Website Block List
### Control Which Sites Contribute Data
The [Block List](https://train.actionmodel.com/websites) gives you complete control over which websites participate in background training. Any website added to your block list will be excluded from data collection.
**Default Exclusions**: We've pre-populated the block list with dozens of websites that should not be included in training by default. This includes messaging platforms (Gmail, Discord, WhatsApp), social media (Instagram, Messenger), productivity tools (Google Sheets, Forms), and cloud storage (iCloud, Office). You can remove any of these or add additional sites at any time.
### Managing Your Block List
| Action | How To |
| - | - |
| **Add a website** | Click "+ Add Website" and enter the domain |
| **Remove a website** | Toggle the switch to enable training on that site |
| **Search blocked sites** | Use the search bar to find specific domains |
| **Review defaults** | Browse through pages to see all pre-blocked sites |
## Points and Post-Processing
### Understanding Reward Timing
**Processing Delays**: Action Model undertakes post-processing on all training data, which can result in delays before points appear in your account. In some cases, the final reward may be adjusted after post-processing is complete based on data quality and validation.
### Dashboard Statistics
The dashboard statistics page operates on a delayed update schedule to reduce server load:
* **Some statistics** update hourly
* **Other statistics** update daily
* **Points calculations** may take time to finalize after a session ends
Sessions marked as "Calculating" in your Training History are still being processed. Once complete, the final point value will be displayed.
## Platform Bounties
### Earn More on High-Value Platforms
**Strategic Training**: Not all platforms are equal. Training on [ActionFi](/actionfi/actionfi-overview) partner platforms can earn you up to **50x more** than regular browsing.
### Current Top Bounties
| Platform | Multiplier | Category | Why It's Valuable |
| - | - | - | - |
| **ActionFi Partners** | Up to 50x | Web3 Partners | Strategic partner platforms |
| **Enterprise Tools** | Up to 20x | B2B SaaS | High-value business automation |
| **Developer Platforms** | Up to 10x | DevOps | Infrastructure management |
| **Professional Tools** | Up to 5x | Productivity | Workflow automation |
Check real-time ActionFi bounty multipliers and maximize your earnings
## Privacy and Security Features
### Your Data, Your Control
**Never Recorded by Default**: Banking websites, healthcare portals, government sites, password managers, messaging platforms, incognito/private mode
**You Decide**: [Manage your block list](https://train.actionmodel.com/websites) anytime, add any site to exclude it, remove defaults if you choose, pause recording anytime, delete data on request
**Learn More**: For comprehensive information about how we protect your privacy, what data we collect, and your rights, visit our [Security and Privacy](/the-large-action-model-lam/security-and-privacy) page.
## Reward System
### How You Earn
**Token Economics**: Your browsing time contributes valuable training data to the LAM. Your rewards reflect the value you're creating for the ecosystem.
### Earning Calculation
**Standard Earnings**
* Background training: 10 points/minute
* Quality bonus: Up to 2x
* Consistency bonus: 1.5x for daily use
**Boost Your Earnings**
* [ActionFi](/actionfi/Earn-on-ActionFi) platform bounties: Up to 50x
* Referral bonus: 25% of referrals
* Epoch participation: 2x during events
* Early adopter: 3x for first 100k users
**Bonus Opportunities**
* First platform mapper: 10,000 points
* Bug discovery: 5,000 points
* Workflow creation: 500-5,000 points
* Community contribution: Variable
## Installation Guide
### Get Started in 60 Seconds
Go to Chrome Web Store, Firefox Add-ons, or Edge Add-ons
Look for "Action Model - Train & Earn" by Action Model Foundation
One-click installation, no configuration needed
Sign up or log in to your Action Model account
Select Passive (recommended) or Active mode
That's it! You're now training the LAM and earning tokens
## Dashboard Features
### Track Your Impact
### Key Metrics
* **Time Trained**: Total time contributed to the LAM
* **Points Earned**: Current balance and history
* **Active Multipliers**: Current bonuses applied
* **Platform Coverage**: Your training diversity
* **Referral Network**: Track your invited users
* **Leaderboard Rank**: Compare with community
## Advanced Features
### For Power Users
Record specific task sequences that become reusable workflows in the marketplace. Earn royalties when others use your workflows.
Mark dynamic elements in workflows (dates, names, amounts) to create flexible, reusable automations.
Review and validate other users' workflows to earn additional rewards and improve overall data quality.
Define specific rules and conditions for your workflows, making them more intelligent and adaptable.
## Community Impact
### What We're Building Together
Active trainers worldwide
Platforms mapped daily
For every contribution
## Browser Compatibility
### Works Everywhere You Do
| Browser | Status | Version Required | Features |
| - | - | - | - |
| **Chrome** | ✅ Full Support | 90+ | All features available |
| **Edge** | ✅ Full Support | 90+ | All features available |
| **Brave** | ✅ Full Support | 1.30+ | Enhanced privacy features |
| **Arc** | ✅ Full Support | Latest | All features available |
| **Opera** | ✅ Full Support | 75+ | All features available |
| **Mises** | ✅ Full Support | Latest | Also works on mobile |
| **Firefox** | 🚧 Coming Soon | — | — |
| **Safari** | 🚧 Coming Soon | — | — |
## FAQs
No. The extension uses minimal resources (\<1% CPU, \<50MB RAM) and operates asynchronously to never impact your browsing experience.
Yes, but check your company's policies. Many businesses encourage it as they benefit from the improved automation capabilities.
Never captured. The extension automatically excludes password fields, payment information, and personal data entry.
Yes. Click the extension icon to pause/resume anytime. You can also set schedules for automatic pausing.
## Start Training Now
Add to your browser and start earning immediately
Track your training progress and rewards
Connect with trainers worldwide
***
**Your time trains the future. Your contribution earns you ownership.**
**Install. Browse. Earn. Own.**
# Security and Privacy
Source: https://docs.actionmodel.com/the-large-action-model-lam/security-and-privacy
Your data, your control, your ownership. Learn how Action Model protects your privacy while building the world's first community-owned AI. Complete transparency, enterprise-grade security, and user-first principles.
**Privacy by Design**: Unlike Big Tech companies that harvest your data in the shadows, Action Model operates with complete transparency. You know what we collect, why we collect it, and you're rewarded for every contribution. This is how data sharing should work.
## Our Privacy Commitment
### You Own Your Data, We're Just Borrowing It
Every piece of data collected is documented. No hidden tracking, no surprise collection, no dark patterns.
Pause, delete, or export your data anytime. Add sites to block lists. You have complete control.
Unlike others who profit from your data, we reward you with tokens that represent actual ownership.
## Security Architecture
### Enterprise-Grade Protection
**Multi-Layer Security**: Your data is protected by industry-standard encryption and security practices at every stage, from collection through storage to processing.
## What We Collect vs What We Don't
### Complete Transparency
**Interaction Data**:
* Click coordinates and targets
* Page navigation sequences
* Form field interactions (not content)
* Scroll patterns
* Time spent on tasks
* Time spent inbetween actions
**Environmental Context**:
* Page URLs (excluding parameters)
* DOM structure
* Screenshot regions (mainly buttons and interaction events - all anonymized)
* Browser viewport size
* General geographic region (country)
**Performance Metrics**:
* Page load times
* Action success/failure
* Network request metadata
* Error states
**Personal Information**:
* Passwords or login credentials
* Credit card or payment details
* Social Security numbers
* Personal health information
* Private messages or emails
**Sensitive Content**:
* Form input values
* File contents
* Clipboard data
* Camera or microphone access
* Location beyond country level
## Automatic Privacy Protection
### Smart Exclusions
**Zero-Touch Security**: Most sensitive sites are automatically excluded without any action required from you. Banking, healthcare, and government sites are never recorded.
### Protected Categories
| Category | Examples | Protection Level |
| - | - | - |
| **Financial** | Banks, payment processors, crypto exchanges | Complete exclusion |
| **Healthcare** | Patient portals, insurance, medical sites | Complete exclusion |
| **Government** | Tax sites, DMV, benefits portals | Complete exclusion |
| **Authentication** | Password managers, 2FA apps | Complete exclusion |
| **Adult Content** | Automatically detected and excluded | Complete exclusion |
| **Private Browsing** | Incognito/Private mode | Unless you manually override |
**Review Your Block List**: We recommend periodically checking your [block list settings](https://train.actionmodel.com/dashboard/websites) to verify which sites are included. You can manually add any additional sites you want excluded, or remove sites if you want to contribute training data from them.
## User Control Features
### You're in Charge
One click to pause all recording. Set schedules for automatic pausing during work hours or specific times.
Add any website to your personal block list. These sites will never be recorded, no questions asked.
Request complete deletion of your data at any time. We'll remove it from all systems.
Download all your contributed data in standard formats. It's yours, take it whenever you want.
See exactly what data earned you tokens and why. Complete transparency in the reward system.
## Data Anonymization
### Privacy-Preserving Techniques
**K-Anonymity**: Your data is aggregated with many other users' data before processing, making individual identification impossible.
K-anonymity works by ensuring that any piece of data you contribute is indistinguishable from at least K-1 other users' data. For example, if we use k=50, your browsing pattern on a shopping site is grouped with at least 49 other users who performed similar actions. This means even if someone gained access to the training data, they could never pinpoint your specific contribution since it's mathematically identical to dozens of others. The higher the K value, the stronger the privacy guarantee, and we dynamically adjust this threshold based on the sensitivity of the data type.
### Anonymization Pipeline
* Remove personal identifiers
* Strip URL parameters
* Blur sensitive regions
* Hash user sessions
* Aggregate similar actions
* Add statistical noise
* Generalize specifics
* Remove outliers
* Batch processing only
* No individual tracking
* Differential privacy
* Secure aggregation
## Compliance & Regulations
### Meeting Global Standards
### European Standards
**Our Compliance**:
* Privacy by design and default
* Data minimization
* Purpose limitation
* Lawful basis for processing
* Data protection officer appointed
**Security Practices**:
* Regular third-party security audits
* Continuous penetration testing
* Vulnerability disclosure program
* Security compliance roadmap
## Data Governance
### Community-Owned, Community-Governed
**DAO Oversight**: Major privacy decisions will be voted on by token holders. This isn't corporate privacy theater, it's community-controlled data governance.
## Security Measures
### Protecting Your Contribution
**Data Centers**:
* Enterprise-grade cloud infrastructure
* Path towards DePIN infrastructure
* Geographic redundancy
* 24/7 monitoring
* Physical security controls
* Disaster recovery protocols
**Software Protection**:
* Regular security updates
* Vulnerability scanning
* Code signing
* Secure development lifecycle
* Bug bounty program
**Authentication**:
* Multi-factor authentication
* Biometric options
* Session management
* IP allowlisting
* Anomaly detection
**Incident Response**:
* 24/7 security monitoring
* Automated threat detection
* Documented incident response procedures
* User notification protocols
* Recovery and remediation plans
## Privacy Tools
### Take Control
Access your personal privacy dashboard to view all collected data, manage settings, and control sharing preferences.
See exactly what data was collected from each session, with the ability to delete specific recordings.
Easily add, remove, and manage websites on your personal block list with wildcard support.
## Trust & Transparency
### Our Open Commitment
**Radical Transparency**: We publish everything, from privacy policy changes to security incidents to data request statistics. No corporate PR spin, just facts.
This is a community initiative - our goal is the utilise the community to build something amazing, and collectively share in the rewards of that. This makes us responsible for the fair and safe processes to implement the Action Model Ecosystem.
### Transparency Initiatives
| Initiative | Description | Frequency |
| - | - | - |
| **Public Audits** | Third-party security audits published in full | Annual |
| **Transparency Reports** | Data requests, collection stats, incidents | Quarterly |
| **Privacy Changelog** | Every privacy policy or practice change | Real-time |
| **Community Q\&A** | Direct answers to privacy questions | Yearly |
## Frequently Asked Questions
Three fundamental differences: **(1) Transparency** - You see exactly what's collected and why. No hidden tracking or dark patterns. **(2) Compensation** - You earn tokens that represent real ownership, not just "personalized ads." **(3) Control** - Pause anytime, delete anything, block any site. With Big Tech, you're the product. With Action Model, you're an owner.
The extension records your interactions (clicks, navigation, scrolling) on sites that aren't automatically excluded. Before sending anything, it removes personal identifiers and anonymizes the data locally on your device. You can review what was captured in your dashboard and delete any session before it's used for training.
Three options: **(1)** Add the site to your block list immediately. **(2)** Delete the specific session from your dashboard. **(3)** Use the pause button before visiting sensitive sites. We also have smart detection that automatically excludes financial, healthcare, and other sensitive sites and/or information.
The extension maintains a list of patterns for sensitive sites (banking domains, healthcare portals, government sites, password managers, etc.) which are included in your Block List. Before recording anything, it checks the URL against this list. If there's a match, recording is disabled for that tab.
No. Your data goes through an anonymization pipeline: **(1)** Personal identifiers are removed on your device before sending. **(2)** Server-side processing strips additional metadata and adds statistical noise. **(3)** Your data is aggregated with other users (k-anonymity). **(4)** The LAM only trains on aggregated patterns, never individual sessions. No one can trace anonymized data back to individual contributors.
Not necessarily. You control what types of data you share. You can contribute navigation patterns without screenshots, or exclude form interactions while sharing clicks. More contribution does earn more tokens, but the anonymization process is the same regardless of volume. Quality diverse data from your normal browsing is often more valuable than high-volume generic data.
Yes. The extension works alongside VPNs, ad blockers (uBlock, Privacy Badger, etc.), tracker blockers, and privacy-focused browsers. We encourage layered privacy. The only thing that might reduce earnings is if privacy tools block sites that would provide valuable training data, but your privacy always comes first.
**(1)** Immediate notification to all affected users within 24 hours. **(2)** Anonymized data cannot be traced back to individuals. **(3)** No passwords, payment information, or credentials are stored. **(4)** Full transparency reports detailing what happened, what was exposed, and remediation steps. **(5)** Community governance will determine appropriate response and potential compensation.
Yes. The dashboard's Data Inspector shows every session captured, including timestamps, sites visited (domains), and data types collected. You can review or delete any session before it's submitted for training.
Your data is anonymized before leaving your device - your employer can't intercept identifiable browsing data. However, like any browser extension, your IT admin can see you have it installed. If you're using a work computer for personal browsing, use a separate browser profile with the extension only on your personal profile, or pause the extension during work hours using the schedule feature.
No, never. The extension automatically disables in all private/incognito browsing modes (you can override this if you want). If you want to browse without contributing training data but stay in normal mode, use the pause button or set a schedule.
Nobody has access to raw, individual user data. Here's the access hierarchy: **(1) You** - See your own data before anonymization. **(2) Automated systems** - Process and anonymize data. **(3) Data scientists** - Only see aggregated, fully anonymized training sets.
## Security Resources
Read our complete privacy policy in plain English
Chrome extension privacy details
Found a security issue? Report it for rewards
***
**Your privacy isn't a feature. It's a fundamental right.**
**We protect it. You control it. Together, we own the future.**
# Training the Large Action Model
Source: https://docs.actionmodel.com/the-large-action-model-lam/training-the-large-action-model
Discover how Action Model trains the world's first community-owned Large Action Model. Learn the fundamental differences between LLMs and LAMs, and how millions of user journeys create the Action Tree that powers true AI automation.
**The AI Revolution's Dirty Secret**: LLMs can write poetry, but they can't book your flight. They can explain quantum physics, but they can't fill out a form. Action Model changes everything by training AI to actually *do* things, not just talk about them.
## The Problem: LLMs Can't Act
### Language Models Were Never Trained to Use Platforms
LLMs were trained on language—books, articles, websites. They never learned how to *use* platforms, only how to describe them.
The internet isn't text or APIs—it's graphical interfaces. Every button, form, and menu that humans navigate daily.
LLMs weren't trained to click, type, or navigate. The internet remains unusable to traditional AI.
## LLMs vs LAMs: The Fundamental Difference
### What LLMs Do
**Generate and understand text**
* Predict the next word in a sequence
* Generate human-like responses
* Process and analyze text
**Training Data**
* Books, articles, journals
* Websites, blogs, social media
* Scientific papers
* Easy to scrape from the internet
**Limitations**
* Cannot interact with GUIs
* Cannot perform actual actions
* Often hallucinate interface interactions
* Require APIs or integrations
### What LAMs Do
**Perform real actions on interfaces**
* Click buttons and links
* Fill out forms
* Navigate between pages
* Complete complex workflows
**Training Data**
* Real user GUI interactions
* Mouse movements and clicks
* Keyboard inputs
* Screenshots and DOM states
* **Must be intentionally collected**
**Capabilities**
* Direct GUI manipulation
* Platform-agnostic automation
* Human-like task completion
* No API requirements
## Why APIs Aren't the Solution
**The API Myth**: Less than 0.1% of web functionality is exposed via APIs. Major platforms like Instagram and Booking.com actively restrict or eliminate API access. APIs are built for developers, not users—and they never expose full functionality.
### GUIs Are for Humans, LAMs Are for Humans
* Restricted functionality
* Developer-focused
* Often blocked or rate-limited
* Requires technical knowledge
* Platform-specific integration
* Full platform functionality
* Human-friendly interaction
* Universal approach
* No integration needed
* Works everywhere
## The Action Tree: Mapping the Interactive Internet
### How User Journeys Become Intelligence
A user completes a task naturally—booking a hotel, posting on social media, or managing emails—while the browser extension records.
Every click, type, and navigation is captured along with context: DOM elements, screenshots, and environmental state.
The journey becomes a branch in the Action Tree, connecting with similar paths from other users.
Millions of journeys interweave, creating a comprehensive map of how to complete any task on any platform.
When given a goal, the LAM traverses the Action Tree to find the optimal path, executing actions with human-like precision.
## Training Data Requirements
### The Complexity Challenge
**Readily Available**
* 175B+ tokens available online
* Books, articles, websites
* Can be scraped automatically
* Synthetic data generation possible
* Static text content
**Collection Method**
* Web crawlers
* Database dumps
* Public datasets
* API access
**Must Be Created**
* Requires active user participation
* Dynamic interaction sequences
* Context-dependent actions
* Platform-specific nuances
* Temporal relationships
**Collection Method**
* Browser extensions
* Desktop recording
* User journey tracking
* Active labeling
* Community contribution
## The Training Process
### From Individual Actions to Collective Intelligence
**The Network Effect**: Every user journey makes the model smarter. When one person books a flight on a new airline website, millions can now automate that same task. This is the power of community training.
### Data Collection Methodology
| Component | What's Captured | Purpose |
| - | - | - |
| **DOM Elements** | HTML structure, element IDs, classes | Identify clickable/interactive elements |
| **Screenshots** | Visual state at each step | Understand visual context and layout |
| **Mouse Coordinates** | Exact click positions | Precise action replay |
| **Keyboard Input** | Text entered, keys pressed | Form filling and navigation |
| **URL Navigation** | Page transitions and routes | Understand site structure |
| **Network Requests** | API calls and responses | Capture dynamic content |
| **Timing Data** | Delays and load times | Realistic action pacing |
| **Error States** | Failed attempts and recovery | Robust error handling |
## Community Training at Scale
### The Resistance Builds Together
Active community members training the LAM across websites daily.
Individual actions recorded, labeled, and integrated into the Action Tree.
Websites and applications mapped with expanding workflow coverage.
## Real-World Example: Multi-Platform Workflow
**Complex Task**: "Find trending news on X/Twitter, create a graphic in Canva, and post to Instagram"
### How LAMs Execute Complex Chains
Parse the user's goal into a sequence of sub-tasks across multiple platforms.
Use the Action Tree to find the path: Open browser → Navigate to X → Login if needed
Click explore → Identify trending topics → Extract relevant content
Navigate to Canva → Select template → Insert extracted content
Use design tools → Apply styling → Download image
Navigate to Instagram → Click create post → Upload image → Add caption → Publish
## Why Community Training Wins
**Millions of Perspectives**
* Different workflows for same goal
* Cultural and regional variations
* Platform-specific optimizations
* Edge case coverage
**Exponential Growth**
* 24/7 global training
* Parallel data collection
* Rapid platform coverage
* Continuous improvement
**Human Validation**
* Real user workflows
* Natural interaction patterns
* Practical task completion
* Active labeling and verification
**Community Owned**
* Contributors earn tokens
* Shared value creation
* Democratic governance
* Aligned incentives
## The Training Paradox
**Big Tech's Dilemma**: Training a LAM requires massive-scale user interaction data that even Google and Microsoft struggle to collect. Why? Because they can't watch every user's screen. But we can—with permission, transparency, and rewards.
### Why Action Model Will Win
| Factor | Big Tech | Action Model |
| - | - | - |
| **Data Collection** | Limited to their platforms | Every website, every platform |
| **User Incentive** | None (they take your data) | Earn tokens for contribution |
| **Training Speed** | Slow, corporate processes | Rapid, community-driven |
| **Coverage** | Their ecosystem only | The entire internet |
| **Ownership** | Shareholders | Community members |
## Technical Architecture
### The Action Loop
Capture current screen state, DOM, and context
Find relevant paths based on current state and goal
Determine optimal next step with confidence scoring
Perform click, type, or navigation action
Check if action succeeded and goal is closer
Continue loop until goal achieved or timeout
## Join the Training Revolution
Start training in 60 seconds and earn tokens for your contribution
Earn up to 50x multipliers by training on high-value partner platforms
Track your training contribution and earnings in real-time
Learn how your data is protected during training
## The Future of AI Training
**Projection**: By 2026, the Action Tree will contain paths for every significant task on every major platform in every language. This isn't just an AI model—it's a complete map of human digital interaction.
### What Happens Next
* **Phase 1**: Platform Coverage (Current)
* Mapping major platforms
* Building core workflows
* Community growth
* **Phase 2**: Deep Personalization
* Individual preferences
* Company-specific workflows
* Cultural adaptations
* **Phase 3**: Universal Automation
* Any task, any platform
* Cross-platform chains
* Natural language to completion
***
**You're not just training an AI. You're building the future of work.**
**Train it. Own it. Control it.**
# Marketplace Distributions
Source: https://docs.actionmodel.com/tokenomics/marketplace-distributions
Turn your automation expertise into passive income. Learn how the creator revenue share transforms workflow builders into AI entrepreneurs earning from every action their creations perform.
**The Creator Revolution**: For the first time in AI history, those who build the automations earn from their usage. Every workflow you publish, every agent you create, generates continuous income as others leverage your innovation.
## The Creator Economy
### Your Automations, Your Revenue Stream
When any workflow or agent you've created is used through the marketplace, you automatically receive a percentage of all tokens consumed based on your Creator Epoch—up to 33% for early creators. This isn't a one-time payment—it's continuous passive income for as long as your creations remain useful.
Tokens distributed immediately after each action execution
Once published, workflows earn automatically without updates
Your creations can be used by millions worldwide
## How Marketplace Earnings Work
### The Distribution Flow
A business or individual runs your workflow through the marketplace
Each GUI action in your workflow consumes \$LAM tokens
Your Creator Epoch percentage (max 33%) of consumed tokens instantly credited to your wallet
More users discover and use your workflow, multiplying earnings
## Creator Epochs: Time-Based Reward Tiers
### Early Creator Advantage
**Forever Locked Rewards**: When you publish a workflow to the marketplace, it gets tagged with the current Creator Epoch. This determines your permanent reward percentage from the token distribution—forever. A workflow published in Month 1 earns the full 33% of consumed tokens in perpetuity, while Month 9 workflows only earn 5%.
### Creator Epoch Reward Schedule
| Creator Epoch | Publishing Month | Marketplace Reward % | Status |
| - | - | - | - |
| **Epoch 1** | Month 1 | **33%** | Maximum Reward |
| **Epoch 2** | Month 2 | **25%** | Early Creator |
| **Epoch 3** | Month 3 | **20%** | Pioneer |
| **Epoch 4** | Month 4 | **17.5%** | Advanced |
| **Epoch 5** | Month 5 | **15%** | Established |
| **Epoch 6** | Month 6 | **12.5%** | Growing |
| **Epoch 7** | Month 7 | **10%** | Standard |
| **Epoch 8** | Month 8 | **7.5%** | Reduced |
| **Epoch 9** | Month 9 | **5%** | Minimal |
| **Epoch 10+** | Month 10+ | **5%** | Base Rate |
**Key Difference**: Creator Epochs determine your percentage of the 33% creator distribution. Training epochs (found in [Point Tiers and Epochs](/tokenomics/point-tiers-and-epochs)) multiply your training rewards.
### How Creator Epochs Work
Build and test your automation workflow using the Actionist desktop app
Submit your workflow for review and marketplace listing
Your workflow gets permanently tagged with the current Creator Epoch (e.g., "Epoch 2")
Every time someone uses your workflow, you earn the locked-in percentage from token consumption
Create multiple workflows across different epochs to diversify your reward rates
### Creator Epoch Examples
**Scenario**: Published "LinkedIn Job Application" workflow in Month 1
**Creator Epoch**: 1 (33% reward rate)
**Monthly Usage**: 10,000 executions consuming 500,000 tokens
**Monthly Earnings**: 500,000 × 0.33 = **165,000 \$LAM tokens**
**Annual Projection**: 165,000 × 12 = **1,980,000 \$LAM tokens**
**Why It Matters**: This same workflow published in Month 9 would only earn 5% (75,750 tokens annually) - 96% less income!
**Scenario**: Published "AWS Server Setup" workflow in Month 4
**Creator Epoch**: 4 (17.5% reward rate)
**Monthly Usage**: 5,000 executions consuming 1,000,000 tokens
**Monthly Earnings**: 1,000,000 × 0.175 = **175,000 \$LAM tokens**
**Comparison**: Same usage in Month 1 would earn 330,000 tokens (88% more)
**Scenario**: Creator publishes workflows across multiple epochs
**Portfolio**:
* Month 1: "Email Automation" (33% rate) → 50,000 tokens/month
* Month 3: "Social Media Manager" (20% rate) → 80,000 tokens/month
* Month 6: "Data Entry Bot" (12.5% rate) → 25,000 tokens/month
**Total Monthly Earnings**: **155,000 \$LAM tokens**
**Key Insight**: Diversifying across epochs provides income stability and maximizes early-mover advantage
**Creator Window Closing**: The gap between Month 1 (33%) and Month 10+ (5%) represents a 560% difference in lifetime earnings. Early creators don't just earn more—they earn exponentially more, forever.
## Revenue Share Breakdown
### Where Every Token Goes
**The Perfect Split**: 34% burned (creating scarcity), 33% to creators (rewarding innovation), 33% to foundation (ensuring sustainability). This balance drives both token value and creator incentive.
### Per-Action Token Distribution
| Recipient | Percentage | Purpose | Impact |
| - | - | - | - |
| **Burned** | 34% | Permanently removed | Increases scarcity |
| **Creator** | 33% | Workflow/agent author | Incentivizes quality |
| **Foundation** | 33% | Platform operations | Ensures growth |
**Important**: If a workflow uses other marketplace components, the 33% creator share is split proportionally among all contributors based on their action contribution. The actual percentage you receive depends on your Creator Epoch (see above).
## Earning Potential Calculator
### Understanding Your Revenue
### Simple Automation (50 actions)
**Assumptions**:
* Workflow performs 50 actions per execution
* Token price: \$0.01
* Action cost: \$0.01 (1 token per action)
**Per Execution** (assuming Epoch 1 - 33% rate):
* Total tokens consumed: 50
* Your 33% share: 16.5 tokens
* USD value: \$0.165
**Monthly Projections**:
| Daily Uses | Monthly Tokens | Monthly USD |
| - | - | - |
| 10 | 4,950 | \$49.50 |
| 100 | 49,500 | \$495 |
| 1,000 | 495,000 | \$4,950 |
### Advanced Automation (500 actions)
**Assumptions**:
* Workflow performs 500 actions per execution
* Token price: \$0.01
* Action cost: \$0.01 (1 token per action)
**Per Execution** (assuming Epoch 1 - 33% rate):
* Total tokens consumed: 500
* Your 33% share: 165 tokens
* USD value: \$1.65
**Monthly Projections**:
| Daily Uses | Monthly Tokens | Monthly USD |
| - | - | - |
| 10 | 49,500 | \$495 |
| 100 | 495,000 | \$4,950 |
| 1,000 | 4,950,000 | \$49,500 |
### Autonomous Agent (2,000 actions/day)
**Assumptions**:
* Agent performs 2,000 actions daily
* Token price: \$0.01
* Continuous operation
**Daily Earnings** (assuming Epoch 1 - 33% rate):
* Total tokens consumed: 2,000
* Your 33% share: 660 tokens
* USD value: \$6.60
**Scaling Projections**:
| Active Agents | Monthly Tokens | Monthly USD | Annual USD |
| - | - | - | - |
| 1 | 19,800 | \$198 | \$2,376 |
| 10 | 198,000 | \$1,980 | \$23,760 |
| 100 | 1,980,000 | \$19,800 | \$237,600 |
## Types of Marketplace Creations
### What You Can Monetize
**Single-Purpose Automations**
* Social media posting
* Data extraction
* Report generation
* Email management
* Form filling
Average: 10-200 actions per use
**Multi-Step Processes**
* Cross-platform workflows
* Data pipelines
* Content distribution
* Business processes
* Integration flows
Average: 100-1,000 actions per use
**Autonomous AI Employees**
* Customer service bots
* Sales assistants
* Research analysts
* Content creators
* Data processors
Average: 1,000-10,000 actions daily
**Customizable Frameworks**
* Industry-specific solutions
* Business templates
* Personal productivity
* Educational tools
* Development utilities
Average: Varies by implementation
## Success Stories
### Real Creators, Real Earnings
**The Creation**: Comprehensive LinkedIn engagement workflow that finds relevant posts, generates contextual comments, and manages connection requests.
**Usage Stats**:
* 320 daily active users
* 150 actions per execution
* 3 executions per user daily
**Earnings Breakdown**:
* Daily actions: 144,000
* Creator tokens daily: 47,520
* Monthly earnings: 1,425,600 tokens ($14,256 at $0.01/token)
**Success Factors**:
* Solves real business need
* High-quality interactions
* Regular updates based on feedback
* Strong marketing through LinkedIn itself
**The Creation**: Complete e-commerce automation handling inventory, pricing, customer service, and order processing across multiple platforms.
**Usage Stats**:
* 85 enterprise clients
* 2,000 actions per day per client
* Continuous operation
**Earnings Breakdown**:
* Daily actions: 170,000
* Creator tokens daily: 56,100
* Monthly earnings: 1,683,000 tokens ($16,830 at $0.01/token)
**Success Factors**:
* Enterprise-grade reliability
* Massive time savings for businesses
* Custom support offered
* Scales with client growth
**The Creation**: Academic research assistant that searches databases, summarizes papers, and organizes citations.
**Usage Stats**:
* 1,200 academic users
* 200 actions per research session
* 5 sessions per user monthly
**Earnings Breakdown**:
* Monthly actions: 1,200,000
* Creator tokens monthly: 396,000
* Monthly earnings: $3,960 at $0.01/token
**Success Factors**:
* Niche market expertise
* Word-of-mouth in academia
* Continuous improvements
* Integration with academic tools
## Publishing Best Practices
### Maximize Your Earnings
Research what tasks businesses spend the most time on. B2B workflows typically earn 10x more than consumer ones.
Test extensively before publishing. One broken workflow can damage your entire portfolio's reputation.
More actions = more earnings, but balance with efficiency. Users prefer workflows that get the job done reliably.
Include examples, prerequisites, and troubleshooting. Well-documented workflows get 3x more usage.
While you earn from token consumption, you can also set one-time fees. Balance accessibility with value.
Share in relevant communities, create demo videos, offer free trials. Your marketing drives your earnings.
Monitor user feedback, fix issues quickly, add requested features. Active creators earn 5x more than passive ones.
Multiple workflows create multiple revenue streams. Successful creators average 10-20 published workflows.
## Commission Structures
### Different Ways to Earn
### Creator Epoch Commission
**How it Works**:
* User finds your workflow in marketplace
* Executes it directly
* You earn your Creator Epoch rate (max 33%) of all tokens consumed
**Best For**:
* Standalone workflows
* Popular automations
* General-purpose tools
### Proportional Revenue Share
**How it Works**:
* Your workflow is used within another workflow
* Earnings split based on action percentage
* Still receive fair share of the 33%
**Example**:
* Your component: 30 actions
* Total workflow: 100 actions
* Your share: 30% of the 33% (9.9% of total)
### Recurring Revenue
**How it Works**:
* Offer workflows on subscription basis
* Predictable recurring revenue potential
* Plus your Creator Epoch rate (max 33%) of token consumption
**Pricing Options**:
* Basic: \$10/month + token share
* Pro: \$50/month + token share
* Enterprise: \$500/month + token share
### Contract Creation
**How it Works**:
* Build custom workflows for clients
* Upfront payment + ongoing commission
* Retain marketplace publishing rights
**Typical Deals**:
* Development fee: \$500-5,000
* Ongoing commission: Your Creator Epoch rate (max 33%)
* Exclusivity periods negotiable
## Payment Mechanics
### How You Get Paid
**Instant Settlement**: Unlike traditional platforms with 30-60 day payment cycles, your tokens are distributed immediately after each action execution.
### Payment Flow
Tokens credited to your wallet instantly as actions execute
Withdraw any amount, anytime—your earnings, your choice
Convert to fiat, hold as tokens, or reinvest in the platform
Dashboard shows real-time earnings, usage stats, and projections
## Building for the Marketplace
### Creator Tools and Resources
Visual interface for creating workflows without coding:
* Drag-and-drop actions
* Conditional logic
* Variable management
* Testing environment
* One-click publishing
Advanced tools for autonomous agents:
* Memory management
* Decision trees
* Learning capabilities
* Performance monitoring
* A/B testing
Track your creations' performance:
* Usage statistics
* Earning reports
* User feedback
* Error logs
* Optimization suggestions
Connect with other builders:
* Discord server
* Weekly workshops
* Code sharing
* Collaboration opportunities
* Mentorship program
Everything you need to succeed:
* API reference
* Best practices
* Video tutorials
* Example workflows
* Troubleshooting guides
## Competitive Advantage
### Why Action Model Creators Earn More
| Feature | Action Model | Zapier | Make/Integromat | UiPath |
| - | - | - | - | - |
| **Revenue Share** | Up to 33% of usage | \$0 | \$0 | \$0 |
| **Passive Income** | ✅ Continuous | ❌ None | ❌ None | ❌ None |
| **Token Appreciation** | ✅ Value growth | ❌ N/A | ❌ N/A | ❌ N/A |
| **Global Marketplace** | ✅ Built-in | ❌ Limited | ❌ Limited | ❌ Enterprise only |
| **Instant Payment** | ✅ Real-time | ❌ N/A | ❌ N/A | ❌ N/A |
| **No Platform Fees** | ✅ Free to publish | ❌ Paid tiers | ❌ Paid tiers | ❌ License fees |
## Growth Strategies
### Scale Your Earnings
B2B workflows generate 10-100x more revenue than consumer ones. One enterprise client can equal 1,000 individual users.
Build interconnected workflows that work together. Users who adopt one are likely to use others.
Partner with other creators for cross-promotion. Joint workflows split revenue but reach wider audiences.
Charge for workshops teaching others to use your workflows. Additional revenue stream plus more users.
Become known as the expert in your niche. Brand recognition drives premium pricing and usage.
## Tax Considerations
### Managing Your Earnings
**Tax Responsibility**: Creator earnings are taxable income in most jurisdictions. Consult with a tax professional about your specific situation.
### Key Considerations
* **Income Classification**: Usually considered self-employment income
* **Token vs Fiat**: Tax implications may differ
* **Record Keeping**: Platform provides detailed transaction history
* **International**: Cross-border considerations for global creators
* **Business Structure**: Consider LLC or corporation for larger earnings
## Future of Creator Earnings
### What's Coming
Exclusive high-value workflows with perpetual royalties
Collective ownership of high-value workflow portfolios
Stake earnings for higher future commission rates
Extra rewards for top-performing workflows
## Start Earning Today
Learn to create marketplace-ready automations
See what's already earning and find inspiration
Connect with successful creators and get support
***
**Your expertise becomes everyone's productivity. Your innovation becomes passive income.**
**This is the creator economy we've been waiting for.**
# Point Tiers and Epochs
Source: https://docs.actionmodel.com/tokenomics/point-tiers-and-epochs
From points to ownership. Learn how the tier system, epochs, and multipliers reward early contributors and dedicated trainers with their stake in the AI revolution.
**The Early Bird Owns the Future**: Founding members earn 5x multipliers. Epoch 1 participants get 2x. Every month you wait, your earning potential decreases. The revolution rewards those who join first.
## Points: Your Path to Token Ownership
### Building Your Stake in AI
Before the Token Generation Event (TGE), all contributions earn points. These points will convert directly to \$LAM tokens, representing your ownership stake in the world's first community-owned AI.
Every action you take training the LAM earns points immediately
Points convert to \$LAM tokens at the Token Generation Event
Your tokens = your ownership stake in the AI revolution
## The Badge Tier System
### Your Dedication, Your Rewards
The more you contribute, the higher your tier and the greater your earning multiplier. This isn't just gamification—it's recognizing and rewarding long-term commitment to the resistance.
| Tier | Points Range | Badge Bonus | Visual Badge | Status |
| - | - | - | - | - |
| **Seed** | 0 – 9,999 | +0% | 🌱 | Newcomer |
| **Root** | 10K – 49,999 | +5% | 🌿 | Contributor |
| **Sprout** | 50K – 249,999 | +10% | 🌾 | Active Member |
| **Leaf** | 250K – 999,999 | +15% | 🍃 | Dedicated Trainer |
| **Branch** | 1M – 4,999,999 | +20% | 🌳 | Power User |
| **Tree** | 5M – 24,999,999 | +30% | 🌲 | Elite Contributor |
| **Forest** | 25M – 99,999,999 | +40% | 🏞️ | Master Trainer |
| **Evergreen** | 100M+ | +50% | 🌍 | Legendary |
### Seed (0 - 9,999 points)
* Base earning rate
* Access to community
* Basic dashboard features
### Root (10K - 49,999 points)
* **+5% bonus** on all earnings
* Priority support
* Early feature access
### Sprout (50K - 249,999 points)
* **+10% bonus** on all earnings
* Beta testing opportunities
* Community recognition
### Leaf (250K - 999,999 points)
* **+15% bonus** on all earnings
* Exclusive events access
* Workflow marketplace priority
### Branch (1M - 4,999,999 points)
* **+20% bonus** on all earnings
* Direct team access
* Partnership opportunities
### Tree (5M - 24,999,999 points)
* **+30% bonus** on all earnings
* Advisory board eligibility
* Revenue sharing tier 1
### Forest (25M - 99,999,999 points)
* **+40% bonus** on all earnings
* Strategic partner status
* Revenue sharing tier 2
### Evergreen (100M+ points)
* **+50% bonus** on all earnings
* Founding member privileges
* Maximum revenue sharing
### How Bonuses Compound
Your tier bonus multiplies with all other bonuses:
**Example: Tree Tier Member**
* Base points: 1,000
* Tree bonus: +30%
* Epoch bonus: +40% (if in Epoch 7)
* Platform bounty: +100% (gold platform)
* **Total**: 1,000 × (1 + 0.3 + 0.4 + 1.0) = **2,700 points**
### Time to Reach Tiers
| Activity Level | To Root | To Sprout | To Leaf | To Branch |
| - | - | - | - | - |
| **Casual** (2hr/day) | 5 days | 25 days | 125 days | 500 days |
| **Active** (8hr/day) | 1.25 days | 6 days | 31 days | 125 days |
| **Power** (Active mode) | 2 hours | 10 hours | 50 hours | 200 hours |
## The Epoch System
### Rewarding Early Contributors
**Time-Sensitive Opportunity**: Each epoch represents a month in Action Model's journey. The earlier you join, the higher your permanent multiplier. Founding members earn 5x. By month 12, it's down to 1x—forever.
### Epoch Multipliers
| Epoch | Period | Multiplier | Points per 1000 Actions | Status |
| - | - | - | - | - |
| **Founding** | Founders/KOLs | **5x** | 5,000 points | Exclusive |
| **Epoch 1** | Month 1 | **2x** | 2,000 points | Launch Month |
| **Epoch 2** | Month 2 | **1.9x** | 1,900 points | Early Adopter |
| **Epoch 3** | Month 3 | **1.8x** | 1,800 points | Early Bird |
| **Epoch 4** | Month 4 | **1.7x** | 1,700 points | Rising |
| **Epoch 5** | Month 5 | **1.6x** | 1,600 points | Growing |
| **Epoch 6** | Month 6 | **1.5x** | 1,500 points | Expanding |
| **Epoch 7** | Month 7 | **1.4x** | 1,400 points | Maturing |
| **Epoch 8** | Month 8 | **1.3x** | 1,300 points | Stabilizing |
| **Epoch 9** | Month 9 | **1.25x** | 1,250 points | Established |
| **Epoch 10** | Month 10 | **1.2x** | 1,200 points | Mainstream |
| **Epoch 11** | Month 11 | **1.1x** | 1,100 points | Late Stage |
| **Epoch 12+** | Month 12+ | **1x** | 1,000 points | Standard |
**The Cost of Waiting**: Someone joining in Epoch 1 earns DOUBLE what someone joining in Epoch 12+ earns—permanently. Every day you wait costs you future ownership.
## Calculating Your Earnings
### The Complete Formula
**Your Total Points** = Base Actions × (1 + Badge Bonus + Epoch Bonus + Training Bonus + Bounty Bonus + Other Multipliers)
### Real-World Examples
**Scenario**: Founding member, Tree tier, Active training on Stripe, Published workflow in Creator Epoch 1
**Training Earnings Calculation**:
* Base actions: 1,000
* Founding epoch: +400% (5x = +400%)
* Tree badge: +30%
* Active training: +100%
* Stripe bounty: +3100% (32x = +3100%)
**Training Total**: 1,000 × (1 + 4.0 + 0.3 + 1.0 + 31.0) = **37,300 \$LAM**
**Creator Earnings (Monthly)**:
* Workflow usage: 10,000 executions consuming 500,000 tokens
* [Creator Epoch 1 rate](/tokenomics/marketplace-distributions#creator-epochs-time-based-reward-tiers): 33%
* Monthly creator earnings: 500,000 × 0.33 = **165,000 \$LAM**
**Combined Monthly Total**: 37,300 + 165,000 = **202,300 \$LAM**
*This user earns from both training the LAM and creating valuable workflows!*
**Scenario**: Joined in Epoch 3, Leaf tier, Active training on LinkedIn, Published workflow in Creator Epoch 3
**Training Earnings Calculation**:
* Base actions: 2,000
* Epoch 3: +80% (1.8x = +80%)
* Leaf badge: +15%
* Active training: +100%
* LinkedIn bounty: +200% (3x = +200%)
**Training Total**: 2,000 × (1 + 0.8 + 0.15 + 1.0 + 2.0) = **9,900 \$LAM**
**Creator Earnings (Monthly)**:
* Workflow usage: 5,000 executions consuming 250,000 tokens
* [Creator Epoch 3 rate](/tokenomics/marketplace-distributions#creator-epochs-time-based-reward-tiers): 20%
* Monthly creator earnings: 250,000 × 0.20 = **50,000 \$LAM**
**Combined Monthly Total**: 9,900 + 50,000 = **59,900 \$LAM**
**Scenario**: Epoch 6, Root tier, Background training on Gmail, Published workflow in Creator Epoch 8
**Training Earnings Calculation**:
* Base actions: 5,000
* Epoch 6: +50% (1.5x = +50%)
* Root badge: +5%
* Background training: +0% (baseline)
* Gmail bounty: +20% (1.2x = +20%)
**Training Total**: 5,000 × (1 + 0.5 + 0.05 + 0 + 0.2) = **8,750 \$LAM**
**Creator Earnings (Monthly)**:
* Workflow usage: 5,000 executions consuming 250,000 tokens
* [Creator Epoch 8 rate](/tokenomics/marketplace-distributions#creator-epochs-time-based-reward-tiers): 7.5%
* Monthly creator earnings: 250,000 × 0.075 = **18,750 \$LAM**
**Combined Monthly Total**: 8,750 + 18,750 = **27,500 \$LAM**
*Note: Same workflow usage as Example 2, but earns 62.5% less due to later Creator Epoch!*
## Maximizing Your Point Earnings
### Strategic Training Guide
Every epoch you wait reduces your earning potential. Join now to lock in higher multipliers.
Daily training builds your tier faster, unlocking permanent badge bonuses.
Train on high-value platforms with multipliers up to 73x.
Active training earns 2x base points compared to background mode.
Referrals add 5-25% of their earnings to yours.
Special campaigns offer bonus multipliers and one-time rewards.
## Points to Token Conversion
### From Training Points to Real Ownership
**Your Points Become \$LAM**
Your accumulated points convert to \$LAM tokens based on the EPOCH. Your share is proportional to your total points versus all community points earned.
**350 Million \$LAM Reserved**
35% of the total 1 billion token supply is allocated exclusively to community trainers, creators, and network builders.
Train the LAM, create workflows, and refer users to accumulate LAM points before TGE
Your points automatically convert to \$LAM tokens based on your proportional share
Your \$LAM tokens represent permanent ownership in the Action Model ecosystem
**The Clock Is Ticking**: Earnings now will be worth more than earnings later. Early epochs have higher multipliers, and the total allocations pool keeps growing, diluting latecomers.
## Leaderboards and Competition
### Race to the Top
Compete with trainers worldwide for top positions and special rewards
Top performers each epoch receive bonus multipliers and exclusive rewards
Become the top trainer on specific platforms for targeted rewards
## The Psychology of Points
### Why This System Works
**Instant Feedback**
* See points accumulate in real-time
* Daily rewards and achievements
* Constant progression visible
* Dopamine-driven engagement
**Future Value**
* Points become real tokens
* Tokens have monetary value
* Early points worth more
* Compound growth potential
**Community Competition**
* Public leaderboards
* Tier badges as status
* Referral networks
* Shared mission
**FOMO Mechanics**
* Diminishing epoch rewards
* Limited founding spots
* One-time opportunities
* Irreversible timeline
## Special Events and Bonuses
### Accelerate Your Earnings
Periodic events where all point earnings are doubled for 48 hours. Stack with other multipliers for massive gains.
Complete specific training goals on target platforms for bonus rewards:
* Train 10 hours on AWS: +50,000 bonus points
* Create 5 Stripe workflows: +25,000 bonus points
* Map new platform first: +100,000 bonus points
Monthly competitions for most successful referrals:
* 1st place: 1,000,000 bonus points
* 2nd place: 500,000 bonus points
* 3rd place: 250,000 bonus points
* Top 10: 100,000 bonus points
One-time bonuses for reaching key milestones:
* First 1,000 actions: +1,000 points
* First workflow created: +5,000 points
* First successful referral: +10,000 points
* Reach Tree tier: +100,000 points
## Start Earning Now
Begin training in 60 seconds and start earning points
View your current tier and progress to the next level
Boost your earnings with referral bonuses
***
**Every point is a piece of the future. Every tier is a step up the ladder.**
**The earlier you start, the more you own. What are you waiting for?**
# Referrals, Affiliates & Quests
Source: https://docs.actionmodel.com/tokenomics/referrals-and-affiliates
The viral growth engine that rewards you for building the resistance. Learn how the referral system creates exponential network effects where every invite compounds into passive income streams.
**Network Effects on Steroids**: Unlike traditional referral programs that pay once, Action Model's referral system pays you forever. Build a network of active users and earn the equivalent of training 24/7 without lifting a finger.
## Why Spread the Message
* **Why spread the message**: Share the vision of community-owned AI
* **Why refer people**: Build your passive income network
* **Action Model is the Resistance**: Join the uprising movement against Big Tech monopoly
* **More people = faster growth**: Network effects accelerate our mission
### How Community Size Affects Our Growth
With enough users, we will be able to collect enough rich training data to create a world-leading Large Action Model
[Learn more about training the LAM →](/the-large-action-model-lam/training-the-large-action-model)
Wider array and breadth of workflows, covering all B2B and Enterprise requirements
[Learn more about the marketplace →](/marketplace/marketplace-overview)
Finally, we need you to tell businesses to use the Actionist! Your advocacy drives adoption and creates the revenue that powers our tokenomics.
[Learn more about Actionist→](/actionist/actionist-overview)
**The revenue generated from the Actionist is used to buy-back and burn tokens** — creating deflationary pressure that benefits all token holders. [Learn more about Token Utility →](/tokenomics/token-utility)
## The 3-Layer Revolution
### Your Network, Your Empire
The referral system isn't just about inviting friends—it's about building a self-sustaining economic network where everyone's success multiplies your own. Every person you bring in becomes part of your permanent earning structure.
Earn up to 25% of all \$LAM your direct referrals generate forever (based on your tier level)
Receive up to 80,000 bonus LAM points for each referral at sign-up and qualification milestones
## How the System Works
### Building Your Referral Empire
Every user receives a personalized referral code: @yourname
Invite friends, colleagues, and community members to join using your code
When they install the extension and begin training, you earn from every action
Your referrals can also invite others to grow the overall network
As you refer more people, your tier increases from 5% up to 25% earnings
As long as your network remains active, you earn without doing anything
## Affiliate Reward Tiers & Referral Bonuses
To encourage community growth, you can earn extra LAM points by referring others. There are two ways you benefit:
### 1. Affiliate Earnings – Ongoing Percentage of Referees' LAM Points
As your number of successful referrals grows, so does the percentage of their earned LAM points you receive — without affecting their LAM points total.
| Tier | Number of Referrals | Affiliate Bonus (% of Referees' LAM Points) |
| - | - | - |
| **Tier 1** | 0–5 | 5% |
| **Tier 2** | 6–20 | 10% |
| **Tier 3** | 21–100 | 15% |
| **Tier 4** | 101–999 | 20% |
| **Tier 5** | 1000+ | 25% |
**Example calculation:** Someone you referred earns 10,000 LAM points in a session. If you're in Tier 3 (15%), you'll receive: ROUND(10,000 \* 15 / 100) = 1,500 bonus LAM points
### 2. One-Time Referral Bonuses
You'll also receive fixed bonus LAM points at two key milestones for each person you refer:
| Tier | Initial Bonus (20% upfront) | Qualified Bonus (80% after 100 hours) | Total Bonus |
| - | - | - | - |
| **Tier 1** | 1,000 LAM points | 4,000 LAM points | 5,000 |
| **Tier 2** | 2,000 LAM points | 8,000 LAM points | 10,000 |
| **Tier 3** | 4,000 LAM points | 16,000 LAM points | 20,000 |
| **Tier 4** | 8,000 LAM points | 32,000 LAM points | 40,000 |
| **Tier 5** | 16,000 LAM points | 64,000 LAM points | 80,000 |
You receive **20% of the bonus upfront** when your referral signs up, and the remaining **80% once your referee becomes Qualified** by completing 100 hours of training.
**NOTE**: We allow 1 account per individual. The use of bots are strictly prohibited. Please read our Community Terms of Use for more information.
## Understanding Qualified Referrals
### What Makes a Referral "Qualified"
To progress through the Affiliate Tiers, it is not enough to simply have users sign up with your code. For a referral to count towards your tier ranking, the person you referred must become a **Qualified Referral** by completing **100 hours or more of training**.
This is straightforward to achieve: your referee simply needs to download the browser extension and leave background training enabled for a handful of days. It takes about 1 minute of effort to set up, and roughly 4 days of passive background training to reach the 100-hour threshold.
**Why 100 Hours?** This threshold ensures that tier progression reflects genuine, active contributors to the Action Model ecosystem, not just signups. It rewards you for bringing in users who actually participate in training the LAM.
### How Qualified Referrals Affect Your Tier
Your tier is determined by the number of **Qualified Referrals** you have, not your total signup count. Referrals who have signed up but not yet completed 100 hours are considered "pending" and do not count toward your tier.
**Example**: You refer 26 people to Action Model. However, only 10 of them have completed their 100 hours of training so far. Your "Number of Referrals" for tier calculation is **10**, with **16 pending**. This means you remain in **Tier 2** (6-20 referrals, 10% bonus) rather than Tier 3, even though you have 26 total signups. You will advance to higher tiers as your pending referrals complete their 100 hours and become Qualified.
### Bonus Payment Structure
The one-time referral bonuses are distributed in two stages:
| Stage | Percentage | When Paid | Example (Tier 3) |
| - | - | - | - |
| **Initial** | 20% | When referee signs up | 4,000 LAM points |
| **Qualified** | 80% | When referee completes 100 hours | 16,000 LAM points |
| **Total** | 100% | - | 20,000 LAM points |
This structure ensures that you receive immediate reward for bringing new users, while the majority of the bonus is reserved for referrals who become active contributors to the ecosystem.
## Network Growth Calculator
### Project Your Earnings
### Getting Started (5 referrals)
**Your Direct Referrals (L1)**: 5 people **L2 Network**: 25 people (5 × 5) **L3 Network**: 125 people (25 × 5) **Total Network**: 155 people
**Your Tier**: Tier 1 (5% commission rate)
**Monthly Earnings** (assuming each person earns 100k LAM points/month):
**Direct Referral Earnings (L1)**:
* Ongoing: 5 users × 100k × 5% = 25,000 LAM points/month
* One-time: 5 × 5,000 = 25,000 LAM points
**L2 Network Earnings**:
* Each L1 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* Your share (25% of L1's earnings): 5 × 25,000 × 25% = 31,250 LAM points/month
**L3 Network Earnings**:
* Each L2 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* L1's share: 25 × 25,000 × 25% = 156,250 LAM points
* Your share (25% of L1's share): 156,250 × 25% = 39,062 LAM points/month
**Total Monthly Recurring**: 95,312 LAM points/month **Plus One-Time Bonuses**: 25,000 LAM points
### Building Momentum (50 referrals)
**Your Direct Referrals (L1)**: 50 people **L2 Network**: 250 people (50 × 5) **L3 Network**: 1,250 people (250 × 5) **Total Network**: 1,550 people
**Your Tier**: Tier 3 (15% commission rate)
**Monthly Earnings** (assuming each person earns 100k LAM points/month):
**Direct Referral Earnings (L1)**:
* Ongoing: 50 users × 100k × 15% = 750,000 LAM points/month
* One-time: 50 × 20,000 = 1,000,000 LAM points
**L2 Network Earnings**:
* Each L1 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* Your share (25% of L1's earnings): 50 × 25,000 × 25% = 312,500 LAM points/month
**L3 Network Earnings**:
* Each L2 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* L1's share: 250 × 25,000 × 25% = 1,562,500 LAM points
* Your share (25% of L1's share): 1,562,500 × 25% = 390,625 LAM points/month
**Total Monthly Recurring**: 1,453,125 LAM points/month **Plus One-Time Bonuses**: 1,000,000 LAM points
### Power Influencer (1,000 referrals)
**Your Direct Referrals (L1)**: 1,000 people **L2 Network**: 5,000 people (1,000 × 5) **L3 Network**: 25,000 people (5,000 × 5) **Total Network**: 31,000 people
**Your Tier**: Tier 5 (25% commission rate)
**Monthly Earnings** (assuming each person earns 100k LAM points/month):
**Direct Referral Earnings (L1)**:
* Ongoing: 1,000 users × 100k × 25% = 25,000,000 LAM points/month
* One-time: 1,000 × 80,000 = 80,000,000 LAM points
**L2 Network Earnings**:
* Each L1 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* Your share (25% of L1's earnings): 1,000 × 25,000 × 25% = 6,250,000 LAM points/month
**L3 Network Earnings**:
* Each L2 earns: 5 × 100k × 5% = 25,000 LAM points from their referrals
* L1's share: 5,000 × 25,000 × 25% = 31,250,000 LAM points
* Your share (25% of L1's share): 31,250,000 × 25% = 7,812,500 LAM points/month
**Total Monthly Recurring**: 39,062,500 LAM points/month **Plus One-Time Bonuses**: 80,000,000 LAM points
## Referral Strategies
### Building Your Network Empire
**Platform-Specific Tactics**:
**Twitter/X**:
* Pin tweet with your code and benefits
* Thread explaining the opportunity
* Engage with AI/crypto communities
* Use relevant hashtags: #LAM #ActionModel #TrainToEarn
**LinkedIn**:
* Professional post about AI automation future
* Share in relevant groups
* Direct message connections
* Create article about the opportunity
**Discord/Telegram**:
* Share in crypto/AI servers
* Create dedicated channel
* Host AMA sessions
* Offer exclusive tips to your referrals
**Build Authority, Drive Signups**:
**YouTube Strategy**:
* Tutorial videos on using Action Model
* Earnings reveal videos
* Live training sessions
* Referral link in description
**Blog/Medium**:
* Deep dive articles
* Case studies
* Earning reports
* SEO-optimized content
**Podcast Appearances**:
* Guest on AI/crypto shows
* Share your success story
* Offer exclusive bonuses
**Create Your Own Ecosystem**:
**Private Group**:
* Telegram/Discord for your referrals
* Exclusive tips and strategies
* Group challenges and competitions
* Direct support and mentoring
**Resources**:
* Custom onboarding guides
* Video tutorials
* Strategy documents
* Regular workshops
**Incentives**:
* Bonus rewards for top performers
* Recognition and shoutouts
* Exclusive information
* Partnership opportunities
**Leverage Existing Audiences**:
**Collaboration Types**:
* Revenue sharing agreements
* Co-marketing campaigns
* Joint workshops
* Cross-promotion
**Target Influencers**:
* AI enthusiasts
* Crypto traders
* Productivity gurus
* Business automation experts
## Quests (Spreading the Word)
* **The community is also incentivised to spread the word** about the Action Model and what we stand for
* **The larger the community, the faster we grow**
* **You can perform tasks and quests by visiting:**
* [train.actionmodel.com/quests](https://train.actionmodel.com/quests)
## Tracking and Analytics
### Monitor Your Empire
**Network Metrics**:
* Total referrals per layer
* Active vs inactive users
* Earnings by layer
* Growth trends
**Detailed Insights**:
* Best performing referrals
* Conversion rates
* Lifetime value
* Projection models
**Competition Metrics**:
* Global affiliate ranking
* Monthly top performers
* Network size leaders
* Earning champions
**Financial Tracking**:
* Earnings breakdown
* Payment schedule
* Token conversions
* Tax reports
## Viral Mechanics
### Why This Spreads Like Wildfire
### Everyone Wins
**The Perfect Alignment**:
* New users earn from training
* Referrers earn from their network
* Action Model gets quality data
* Token value increases for all
**No Losers**: Unlike MLMs where products are overpriced, here everyone gets real value—either from training earnings or network commissions.
### Urgency Drivers
**Scarcity Factors**:
* Invite-only exclusivity
* Diminishing epoch rewards
* Limited founding spots
* Early-mover advantages
**Social Proof**:
* Public leaderboards
* Success stories
* Earning reveals
* Community growth
### Exponential Growth
**Viral Coefficient**: Each user bringing 2+ others creates exponential growth:
* Month 1: 1,000 users
* Month 2: 3,000 users
* Month 3: 9,000 users
* Month 6: 250,000 users
* Month 12: 10,000,000 users
**Critical Mass**: Once network reaches 100k users, growth becomes self-sustaining through word-of-mouth alone.
## Advanced Affiliate Strategies
### Maximize Your Network Value
Different messages for different groups:
* Developers: Focus on API and technical aspects
* Businesses: Emphasize automation and ROI
* Crypto natives: Highlight tokenomics and ownership
* General users: Stress easy passive income
Build systematic onboarding:
* Awareness: Social media posts
* Interest: Educational content
* Desire: Success stories and earnings
* Action: Simple signup process
* Retention: Ongoing support
Before asking for signups:
* Share strategies and tips
* Offer exclusive insights
* Create helpful resources
* Build trust and authority
Test and improve:
* Different messaging angles
* Various platforms
* Timing of outreach
* Incentive structures
Keep referrals active:
* Regular check-ins
* Strategy updates
* Celebration of wins
* Problem solving support
Grow efficiently:
* Automate where possible
* Delegate to team
* Create reusable content
* Build referral tools
## Partnership Opportunities
### Beyond Individual Referrals
**Key Opinion Leaders**:
* 50% higher commissions
* Exclusive rewards
* Direct founder access
* Custom features
* Marketing support
Requirements: 10k+ audience
**B2B Partners**:
* Custom pricing
* White-label options
* Dedicated support
* API access
* Revenue sharing
Target: Consulting firms, agencies
**Courses and Training**:
* Curriculum integration
* Student discounts
* Bulk referral codes
* Workshop materials
* Certification program
**DAO and Groups**:
* Group referral codes
* Treasury earnings
* Governance tokens
* Exclusive features
* Community events
## Tax and Legal
### Managing Referral Income
**Tax Obligations**: Referral earnings are typically taxable income. Keep detailed records and consult with tax professionals about your specific situation.
### Important Considerations
* **Income Reporting**: Track all referral earnings
* **Business Structure**: Consider LLC for large networks
* **International**: Understand cross-border implications
* **Compliance**: Follow local affiliate marketing laws
* **Transparency**: Always disclose affiliate relationship
## The Future of Referrals
### What's Coming
**Evolution Roadmap**: The referral system will evolve with new features, higher commissions, and additional ways to earn from your network.
### Upcoming Features
* **Digital Badges**: Proof of network size and achievement
* **Referral Staking**: Lock tokens for higher commission rates
* **Team Competitions**: Group challenges with bonus pools
* **Smart Contracts**: Automated, trustless commission distribution
* **Cross-Chain**: Referrals across multiple blockchains
## Start Building Today
Access your unique referral code and materials
Download banners, videos, and marketing materials
Connect with top affiliates and get strategies
***
**Your network is your net worth. Every invite plants a money tree.**
**The revolution grows one referral at a time. Start your empire today.**
# Token Economics
Source: https://docs.actionmodel.com/tokenomics/token-economics
The complete economic architecture of the $LAM ecosystem. Understand how deflationary mechanics, revenue cycles, and community incentives create the world's first self-sustaining AI economy where usage drives value and ownership is truly decentralized.
**The Perfect Economic Storm**: \$LAM combines the deflationary power of burning, the growth velocity of network effects, and the value creation of real B2B revenue. This isn't speculation—it's an economic revolution backed by actual utility.
## The \$LAM Economic Model
### A New Paradigm for AI Ownership
The \$LAM token represents more than cryptocurrency—it's the foundation of a new economic system where AI value flows to the community that creates it, not corporate shareholders. Every aspect is designed to create sustainable, long-term value appreciation.
34% of every token used is burned forever, creating permanent scarcity
B2B subscriptions create continuous buy pressure through the buyback mechanism
35% of supply distributed to trainers, creators, and network builders
## The Deflationary Engine
### How Scarcity Drives Value
**Deflationary Mechanics**: With 34% of tokens burned on every action, the supply is designed to decrease over time as platform usage grows. The more actions executed, the more tokens are permanently removed from circulation.
### Burn Mechanics
User or business executes an AI action that consumes tokens based on current pricing
Tokens are deducted from user's balance at market-determined rate
34% of consumed tokens sent to burn address (0x000...dead)
Total supply permanently decreased, visible on-chain
Remaining tokens become more scarce, supporting price appreciation
## Revenue Cycle
### The B2B Buyback Loop
### How Revenue Creates Value
**B2B SaaS Model**:
* Enterprises pay \$1,000-2,000/month per AI agent
* Payment in fiat for predictable budgeting
* Unlimited actions within tier
* 24/7 cloud VM operation
**Market Size**:
* Target: 100,000 enterprises by 2027
* Average: 5 agents per enterprise
* Potential: \$500M-1B annual revenue
**Automatic Market Operations**:
* 80% of revenue allocated to buyback
* Daily market purchases
* Multiple DEX/CEX execution
* Price-supportive buying
**Impact**:
* Continuous buy pressure
* Price floor support
* Reduced circulating supply
* Positive price momentum
**Token Consumption**:
* Agents perform thousands of daily actions
* Each action consumes tokens at market rate
* Consumption scales with usage
* Creates natural demand
**Usage Metrics**:
* Average agent: 5,000 actions/day
* 500,000 agents = 2.5B daily actions
* Massive token velocity
**Value Flow**:
* 34% burned (deflationary pressure)
* Up to 33% to creators (incentive alignment based on Creator Epoch)
* 33% to foundation (sustainability)
**Compound Effects**:
* Burning reduces supply
* Creator rewards drive quality
* Foundation funding ensures growth
## Economic Incentives
### Aligning All Stakeholders
### Why Users Participate
**Immediate Benefits**:
* Earn tokens for browsing normally
* Passive income from referrals
* Early access to AI automation
* Ownership in the platform
**Long-term Value**:
* Token appreciation potential
* Governance rights
* Revenue sharing eligibility
* Network effects compound
### Why Creators Build
**Direct Monetization**:
* 33% of all usage revenue
* Passive income from workflows
* No platform fees
* Instant payments
**Growth Opportunities**:
* Global marketplace access
* Marketing support
* Technical resources
* Community promotion
### Why Businesses Buy
**Operational Benefits**:
* 90% cost reduction vs human labor
* 24/7 operation without breaks
* Perfect accuracy and consistency
* Instant scalability
**Financial Advantages**:
* Predictable subscription costs
* 10% discount paying in \$LAM
* No HR overhead
* Immediate ROI
### Why Investors Hold
**Value Drivers**:
* Deflationary tokenomics
* Real revenue generation
* Network effects
* First-mover advantage
**Risk Mitigation**:
* Utility-backed value
* Diverse revenue streams
* Community ownership
* Regulatory compliance
## Velocity and Circulation
### Token Flow Dynamics
**High Velocity, Low Float**: Tokens constantly circulate through the economy—earned, spent, burned, and re-earned. This creates healthy velocity while burning reduces float.
### Circulation Patterns
**Tokens Enter Circulation**:
* Training rewards distributed
* Referral commissions paid
* Creator earnings credited
* Staking rewards released
Daily Distribution: \~1M tokens
**Tokens Exit Circulation**:
* Action execution burns
* Voluntary burning events
* Failed transaction burns
* Penalty burns
Daily Burn: 3-170M tokens (scaling)
**Secondary Market**:
* DEX swaps
* CEX trading
* P2P transfers
* Liquidity provision
Daily Volume: \$10-100M (projected)
**Platform Usage**:
* API consumption
* Subscription payments
* Marketplace purchases
* Premium features
Daily Utility: 10M+ actions
## Price Discovery Mechanism
### How Value Is Determined
**Market-Driven Pricing**: Unlike stablecoins or pegged assets, \$LAM price floats freely based on supply, demand, and utility value. This allows for appreciation as the platform grows.
### Price Factors
| Factor | Impact | Direction | Magnitude |
| - | - | - | - |
| **Token Burns** | Reduces supply | ⬆️ Positive | High |
| **B2B Revenue** | Creates buy pressure | ⬆️ Positive | High |
| **User Growth** | Increases demand | ⬆️ Positive | Medium |
| **Creator Activity** | Enhances utility | ⬆️ Positive | Medium |
| **Market Sentiment** | Affects trading | ↕️ Variable | Variable |
| **Competition** | Market share impact | ⬇️ Negative | Low |
## Sustainability Model
### Long-Term Economic Viability
Multiple revenue streams ensure sustainability:
* B2B subscriptions (primary)
* API usage fees
* Marketplace commissions
* Premium features
* Enterprise services
Efficient operations maintain profitability:
* Automated systems
* Community-driven development
* Decentralized infrastructure
* Minimal overhead
Strategic reserves ensure longevity:
* Operating reserves
* Development fund
* Emergency fund
* Growth capital
DAO structure enables adaptation:
* Community proposals
* Token holder voting
* Parameter adjustments
* Strategic pivots
## Market Opportunities
### Capturing Value Across Multiple Revenue Streams
Action Model is positioned to capture value across multiple trillion-dollar markets through diversified revenue streams:
* **Data Licensing**: Proprietary LAM training data from millions of users
* **B2B SaaS**: Enterprise automation agents at \$1-2K/month
* **API Platform**: Developer ecosystem generating billions of API calls
* **Marketplace**: Commission on workflow and agent sales
* **Infrastructure**: DePIN network, distributed computing, proxy services
* **Professional Services**: Implementation, consulting, and training
* **Automated Testing**: QA automation for dev teams pushing software updates
* **Industry Verticals**: Call centers, financial services, healthcare, e-commerce
Each revenue stream drives \$LAM demand through the buyback-and-burn mechanism, creating compound value appreciation.
## Join the Economic Revolution
Begin training and earning your stake in the AI economy
Build workflows and earn from every usage
***
**This isn't just tokenomics. It's the blueprint for economic revolution.**
**Where AI value flows to those who create it. Where usage drives scarcity. Where community owns the future.**
**The economy is being rewritten. Will you own a piece?**
# Token Utility ($LAM)
Source: https://docs.actionmodel.com/tokenomics/token-utility
The fuel that powers every action in the AI revolution. Learn how $LAM tokens create a self-sustaining economy where usage drives value, creators earn, and the community owns the future of automation.
**LAM is Action Fuel**: Unlike speculative tokens, LAM has real utility—every click, type, and navigation performed by AI agents consumes \$LAM. This isn't a currency; it's the gasoline that powers the automation economy.
## The \$LAM Token: Powering the Action Economy
### More Than a Token—It's Ownership
LAM represents a fundamental shift in how AI value is created and distributed. When Big Tech trains on your data to build their AI, they keep 100% of the profits while you get nothing. When Action Model's AI performs actions, the value flows back to the community through \$LAM.
Every agent click, type, scroll, upload, or form submit consumes \$LAM as fuel
Decentralized Autonomous Organization - Action Model is the Uprising
Earn from your workflows and agents in the creator economy
Contributors help train the Large Action Model and earn rewards
Partners and devs preload \$LAM to fund fleets of agents
Build your network through referrals, affiliates, and quest rewards
## How \$LAM Powers Every Action
### The Action Loop
The LAM receives the current state: screenshot, DOM, user goal, and action history
The AI searches the Action Tree to find the optimal next action
The LAM determines the precise GUI action to execute
This single action consumes \$LAM tokens based on the current pricing model
The action is performed (click, type, navigate, etc.)
Process repeats until the goal is achieved or time expires
**Every Action Loop = Billable Action**: Each loop through this process is one action that consumes \$LAM. A complex workflow might require 100+ actions, creating continuous token demand.
## \$LAM Token Overview
**LAM is Action Fuel:** Every GUI action executed by a LAM agent consumes \$LAM.
**Action Price is fixed** by LAM version (e.g., LAM-1 = \$0.01/action), while the number of tokens per action floats with the token price.
Each consumed action distributes tokens: **Creator Distribution** (33%), **Burn** (34%), **Ecosystem** (33%).
**B2C + B2B + Partners create continuous buy pressure.** \
Subscriptions and API usage require \$LAM purchases to fund actions
**Because a share of every action is burned/locked**, usage reduces supply, increasing token value
## Token Economics Model
### Fixed USD Pricing, Floating Token Cost
**Price Stability for Businesses**: The USD cost per action is fixed by LAM version (e.g., LAM-1 = \$0.01/action), while the number of tokens consumed adjusts with market price. This gives businesses predictable usage limits and costs while allowing token value to appreciate.
### Pricing Formula
For LAM version `v` with USD price per action `pv`:
**Tokens Required Per Action:**
```
τ(v,t) = pv / Pt
```
Where:
* `τ(v,t)` = Tokens required per action at time t
* `pv` = USD price per action for version v
* `Pt` = Market price of \$LAM in USD at time t
### LAM-1 Examples (p1 = \$0.01/action)
| Token Price | Tokens Per Action | 1000 Actions Cost |
| - | - | - |
| \$0.001 | 10 tokens | 10,000 tokens |
| \$0.01 | 1 token | 1,000 tokens |
| \$0.10 | 0.1 tokens | 100 tokens |
| \$1.00 | 0.01 tokens | 10 tokens |
**Key Insight**: As token price increases, fewer tokens are needed per action, benefiting early holders.
## Token Distribution Per Action
### Where Every \$LAM Goes
When an action consumes tokens, they are distributed as follows:
**Marketplace Rewards**
Goes to workflow creators based on their [Creator Epoch](/tokenomics/point-tiers-and-epochs#creator-epochs-permanent-marketplace-rewards) when their automations are used
**Deflationary Mechanism**
Permanently removed from circulation, creating scarcity with every action
**Platform Growth**
Powers ecosystem development, operations, and community initiatives
### Distribution Mathematics
| Distribution | Percentage | Formula | Purpose |
| - | - | - | - |
| **💡 Creator** | Up to 33% | `(≤0.33) × τ` tokens | Rewards workflow creators based on Creator Epoch |
| **🔥 Burn** | 34% | `0.34 × τ` tokens | Permanently removed from circulation, creating scarcity |
| **🌱 Ecosystem** | 33% | `0.33 × τ` tokens | Powers ecosystem growth, development, and operations |
**Creator Epoch Rewards**: The actual creator percentage varies by when workflows are published. See [Creator Epoch table](/tokenomics/marketplace-distributions#creator-epochs-time-based-reward-tiers) for specific reward rates.
### Example Distribution
| Action Size | Tokens Consumed | 💡 To Creator | 🔥 Burned | 🌱 Ecosystem |
| - | - | - | - | - |
| Small Task | 10 tokens | 3.3 tokens | 3.4 tokens | 3.3 tokens |
| Medium Task | 100 tokens | 33 tokens | 34 tokens | 33 tokens |
| Large Task | 1,000 tokens | 330 tokens | 340 tokens | 330 tokens |
| Enterprise | 10,000 tokens | 3,300 tokens | 3,400 tokens | 3,300 tokens |
## The B2B Buyback Loop
### How Business Demand Drives Token Value
Enterprise pays \$1,000-2,000/month per AI agent
Subscription revenue used to purchase \$LAM from market to fund Action Loop fuel
AI agents perform actions, consuming \$LAM as fuel
Up to 33% to creators, 34% burned, 33% to ecosystem
Burning reduces total supply permanently
Decreased supply + continued demand = price appreciation
### The Virtuous Cycle
**Self-Reinforcing Economics**: Each step in the cycle strengthens the next, creating exponential growth. More usage leads to more burning, which increases scarcity, driving up value, attracting more creators, who build better automations, which attracts more businesses.
## Token Utility Ecosystem
### Multiple Demand Drivers
### Direct API Usage
**Developers and Partners**
* Pre-load \$LAM for API calls
* Each API action consumes tokens
* Usage-based pricing model
* No subscription required
**Consumption Rate**
* Average workflow: 50-200 actions
* Complex automation: 500+ actions
* Daily agent operations: 10,000+ actions
### Creator Economy
**Workflow Publishing**
* Creators earn 33% of tokens consumed
* Passive income from popular workflows
* Incentive for quality automation
**Success Examples**
* Top workflow: 1M+ monthly executions
* Creator earnings: \$3,000+/month
* No maintenance required
### DAO Participation
**Voting Power**
* Propose platform changes
* Influence development priorities
**Staking Benefits**
* Enhanced voting weight
* Priority feature access
* Revenue sharing participation
### Earn by Contributing
**Data Contribution**
* Browser extension training
* Active workflow labeling
* Platform bounties
* Referral rewards
## Subscription Discount Model
### Pay with \$LAM, Save 10%
Businesses can pay subscriptions directly in \$LAM tokens for a 10% discount:
**Example**: \$1,000 monthly subscription
* Pay in USD: \$1,000
* Pay in $LAM: $900 worth of tokens
This incentivizes businesses to hold and use \$LAM, creating additional buy pressure.
### Discount Formula
```
Tokens Required = S × (1 - d) / Pt
```
Where:
* S = Subscription amount in USD
* d = Discount rate (0.10 for 10%)
* Pt = Current token price
## Deflationary Dynamics
### Why \$LAM Becomes More Valuable Over Time
**34% of Every Action**
* Millions of daily actions
* Permanent supply reduction
* Accelerates with adoption
* Cannot be reversed
**Multiple Demand Sources**
* B2B subscriptions
* API usage
* Marketplace activity
* Speculation and holding
## Real-World Usage Examples
### Understanding Token Consumption
**Task:** Check Gmail, summarize important emails, create daily digest
**Actions Required:** \~50
* Login: 5 actions
* Navigate inbox: 10 actions
* Read emails: 20 actions
* Create summary: 10 actions
* Send digest: 5 actions
**AI Agent Cost** (at $0.01 token price): 50 tokens = $0.50
**Human Cost** (15 minutes @ $30/hour): $7.50
**Savings:** 93% cost reduction
**Task:** Post content across LinkedIn, Twitter, Instagram
**Actions Required:** \~150
* Content preparation: 20 actions
* LinkedIn posting: 40 actions
* Twitter posting: 40 actions
* Instagram posting: 50 actions
**AI Agent Cost** (at $0.01 token price): 150 tokens = $1.50
**Human Cost** (45 minutes @ $30/hour): $22.50
**Savings:** 93% cost reduction
**Task:** Extract data from 100 invoices, update CRM, generate report
**Actions Required:** \~2,000
* Invoice processing: 1,500 actions
* CRM updates: 300 actions
* Report generation: 200 actions
**AI Agent Cost** (at $0.01 token price): 2,000 tokens = $20.00
**Human Cost** (8 hours @ $30/hour): $240.00
**Savings:** 92% cost reduction
## Formal Tokenomics Model
### Mathematical Framework
### Pricing Model (Versioned "Price Per Action")
* Let `pᵥ` be the **USD price per action** for model version `v` (e.g., LAM-1 has `p₁ = $0.10` per action)
* Let `Pₜ` be the **market price of \$LAM in USD** at time `t`
* **Tokens required per action** for version `v` at time `t` is:
**Formula:**
```
τᵥ,ₜ = pᵥ / Pₜ
```
**Fractional tokens** are supported to meter actions precisely.
#### Examples (LAM-1):
* If `Pₜ = $0.01`, then `τ₁,ₜ = 0.10 / 0.01 = 10 tokens/action`
* If `Pₜ = $0.10`, then `τ₁,ₜ = 1 token/action`
* If `Pₜ = $1.00`, then `τ₁,ₜ = 0.1 token/action`
**USD cost per action is stable for developers; tokens per action adjusts automatically to market price.**
***
### Token Fuel Distribution (Per Action)
Let the distribution shares be:
* **Creator share** `μ = 0.33`
* **Burn share** `β = 0.34`
* **Ecosystem share** `ε = 0.33`
For one action that consumes `τ` tokens:
```
Creator tokens/action = μ · τ (if a Marketplace workflow was used)
Burned tokens/action = β · τ
Ecosystem tokens/action = ε · τ
```
#### USD Equivalents Per Action:
**USD to creator/action = μ · pᵥ**
**USD burned/action = β · pᵥ**
**USD to ecosystem/action = ε · pᵥ**
For LAM-1 (`p₁ = $0.10`): **0.034** is burned, and **\$0.033** to the ecosystem **per action**, independent of token price.
**No-Marketplace case**: If a run doesn't use a Marketplace workflow, the creator share can be (a) retained in an **Ecosystem Rewards** pool or (b) redirected to **Ecosystem**. The DAO should ratify the default.
***
### The Buyback Loop (Why Usage Creates Demand)
* **B2B subscriptions** (e.g., $1k–$2k per agent/month) and **API partners** include usage allowances measured in actions
* To deliver those actions, **operators must acquire \$LAM** (buy on the market or hold inventory)
* When actions run, tokens flow through the **Fuel distribution** above (with 34% burned)
#### Paying Subscriptions in \$LAM (10% Discount)
* Paying a $1,000 subscription in $LAM yields a **10% discount**: you spend tokens equivalent to **\$900** at the time of payment
* Those tokens may be escrowed and released into the Fuel distribution as actions are consumed (implementation detail—DAO parameter)
**`Tokens needed to pay a subscription S in USD with a discount d:`**
**Formula:**
```
Tokens = S(1 - d) / Pₜ
```
***
### Advanced Tokenomics Calculations
#### Per-Action Accounting (LAM-v)
* **Tokens per action:** `τᵥ,ₜ = pᵥ / Pₜ`
* **Burn:** `Bₐcₜ = βτᵥ,ₜ`
* **Creator:** `Mₐcₜ = μτᵥ,ₜ · 𝟙marketplace`
* **Ecosystem:** `Eₐcₜ = ετᵥ,ₜ`
#### Network-Level, Period t (e.g., monthly)
Let `Aₜ` be actions executed in `t`. Then:
```
Tokens needed Dₜ = τᵥ,ₜ · Aₜ
Creator tokens Mₜ = μ · Dₜ · Pr(marketplace use)
Burned tokens Bₜ = β · Dₜ
Ecosystem tokens Eₜ = ε · Dₜ
USD spent on actions Uₜ = pᵥ · Aₜ (price-invariant)
```
#### Supply Dynamics
Let `Sₜ` be circulating supply at start of `t`. Let `Eₜ` be new emissions (training rewards, grants) approved by DAO.
**Supply Evolution:**
```
Sₜ₊₁ = Sₜ + Eₜ - Bₜ
```
**Conditions:**
* **Deflationary condition:** `Bₜ > Eₜ`
* **Neutral:** `Bₜ = Eₜ`
* **Inflationary:** `Bₜ < Eₜ`
**Break-even emissions (deflation-neutral):**
**Formula:**
```
E*ₜ = β · τᵥ,ₜ · Aₜ
```
#### "Half-Life" Under Constant Burn and No Emissions (Illustrative)
If actions are steady and `Eₜ = 0`, supply declines linearly. Time to reduce supply by half:
**Half-Life Formula:**
```
T₁/₂ = S₀ / (2 · Bₜ) = S₀ / (2 · β · τᵥ,ₜ · Aₜ)
```
## Token Training Distribution
### Rewarding Data Contributors
**Future Enhancement**: A portion of consumed \$LAM may be distributed to trainers who provided the action branches/trees used in executed workflows.
When users train the LAM by demonstrating actions (e.g., creating an AWS EC2 instance), they contribute to the Action Tree. When workflows use these trained paths, contributors earn rewards.
**Example Flow:**
1. 1,000 users train "Create EC2 Instance" action
2. Enterprise workflow uses this action path
3. Training distribution portion flows to those 1,000 trainers
4. Rewards proportional to contribution quality
**Benefits:**
* Rewards quality training data
* Incentivizes rare/complex actions
* Creates passive income for trainers
* Improves model accuracy
**Distribution Formula:**
```
Trainer Reward = (Quality Score × Usage Count) / Total Contributors
```
## Action Model API (Developers)
### Building with the Large Action Model
Unlike LLMs that output text, the LAM outputs **actions**. Each API call returns the next GUI action to execute, not generated content.
### Fundamental Differences
| Aspect | OpenAI API (LLM) | Action Model API (LAM) |
| - | - | - |
| **Input** | Text prompt | Environment state + goal |
| **Output** | Generated text | Next action to execute |
| **Pricing Unit** | Input/output tokens | Actions performed |
| **Use Case** | Content generation | Task automation |
| **Billing** | Per token | Per action |
### Traditional LLM Flow
**Request:**
```json theme={null}
{
"prompt": "Write me a blog post about coffee",
"tokens": 7
}
```
**Response:**
```json theme={null}
{
"text": "The best coffee in the world is...",
"tokens": 1000
}
```
**Pricing (GPT-4):**
* Input: \$2/1M tokens
* Output: \$8/1M tokens
* Total cost: Based on combined token count
### LAM API Flow
**Request (Environment State):**
```json theme={null}
{
"goal": "Configure an AWS EC2 instance",
"history": ["logged_in", "dashboard_open"],
"screenshot": "base64_image",
"html": "",
"dom_elements": ["button#create", "input#name"],
"context": {
"instance_type": "t2.micro",
"region": "us-east-1"
}
}
```
**Response (Next Action):**
```json theme={null}
{
"action": "click",
"target": "button#create-instance",
"coordinates": {"x": 450, "y": 320},
"confidence": 0.98,
"tokens_consumed": 0.1
}
```
**Pricing:**
* LAM-1: \$0.01 per action
* No separate input/output costs
* Predictable automation expenses
### Quick Start
**1. Initialize Client:**
```javascript theme={null}
const LAM = require('@actionmodel/lam-sdk');
const client = new LAM({
apiKey: 'your-api-key',
preloadTokens: 1000 // Pre-purchase $LAM
});
```
**2. Execute Workflow:**
```javascript theme={null}
const result = await client.executeWorkflow({
workflowId: 'aws-ec2-setup',
parameters: {
instanceType: 't2.micro',
securityGroup: 'web-servers'
}
});
```
**3. Monitor Usage:**
```javascript theme={null}
console.log(`Actions used: ${result.actionsConsumed}`);
console.log(`Tokens spent: ${result.tokensUsed}`);
console.log(`USD cost: $${result.usdCost}`);
```
## Long-Term Economic Benefits
### Why \$LAM Creates Sustainable Value
**Predictable Costs for Business**
Customers think in actions and USD, not token volatility. The floating token model ensures:
* Fixed USD cost per action
* No surprise bills from price swings
* Easy budgeting for enterprises
* Seamless B2B adoption
**Counter-Cyclical Demand**
As \$LAM price changes, token consumption auto-adjusts:
* Price rises → Fewer tokens needed per action
* Price falls → More tokens needed per action
* USD revenue remains stable
* Natural price discovery mechanism
**Usage = Value**
Every action permanently removes supply:
* 34% burn rate compounds over time
* Millions of daily actions = massive burns
* Supply decreases while demand grows
* Mathematical path to appreciation
**Earn Real Value, Not Speculation**
Creators receive cash-equivalent rewards:
* 33% of action value in any market
* Income tied to usage, not price
* Incentivizes quality over hype
* Sustainable creator economy
## Why \$LAM is Different
### Comparing Token Models
| Feature | \$LAM | Traditional Tokens | Meme Coins |
| - | - | - | - |
| **Utility** | Powers every AI action | Often minimal | None |
| **Demand Driver** | B2B usage + API calls | Speculation | Hype only |
| **Supply Mechanism** | Deflationary (burning) | Usually inflationary | Fixed/Inflationary |
| **Revenue Model** | Real business revenue | Token trading only | None |
| **Value Backing** | Automation demand | Project promises | Community sentiment |
## Getting Started with \$LAM
Start training the LAM and earning your first tokens
Deploy AI agents that consume \$LAM to automate tasks
Build automations and earn from every usage
***
**\$LAM isn't just a token. It's the fuel for the automation revolution.**
**Every action builds value. Every burn increases scarcity. Every holder owns the future.**
# Training and ActionFi
Source: https://docs.actionmodel.com/tokenomics/training-and-actionfi
Strategic multipliers that transform your training time into gold mines. Learn how ActionFi partner bounties, platform incentives, and special campaigns multiply your earnings by up to 50x while directing the AI revolution toward high-value targets.
**The Bounty Gold Rush**: Some platforms offer up to 50x multipliers on your training time. Early bounty hunters are earning thousands daily by training on strategic platforms. This opportunity won't last forever.
## The Bounty System
### Turning Strategy into Rewards
Bounties are Action Model's way of directing community efforts toward platforms that matter most for the AI revolution. By offering massive multipliers on specific websites and applications, we ensure the LAM learns what businesses actually need—not just what's popular.
Multipliers for training on specific websites and applications
Strategic partnerships offering extreme multipliers
Time-limited campaigns with bonus rewards
Publish early for maximum marketplace rewards (up to 33%)
## Current Bounty Multipliers
### Live Platform Rewards
**Dynamic Multipliers**: Bounties change based on strategic needs. High-value B2B platforms offer the biggest rewards, while consumer platforms offer baseline earnings.
### Bounty Tiers and Multipliers
### Ultra-High Value Strategic Partners
| Platform | Multiplier | Points/Minute | Hourly Earnings |
| - | - | - | - |
| **ActionFi Partners** | Up to 50x | 500 | 30,000 points |
| **Web3 Platforms** | Up to 40x | 400 | 24,000 points |
| **DeFi Protocols** | Up to 35x | 350 | 21,000 points |
| **Enterprise SaaS** | Up to 30x | 300 | 18,000 points |
**Why These Multipliers?**
* **Enterprise Impact**: Automating these platforms saves companies \$100K+ annually in operational costs
* **Mission-Critical Systems**: These platforms run core business infrastructure that can't afford downtime
* **Complex Workflows**: Multi-step processes that typically require senior developers or consultants
* **High ROI Automation**: Every workflow created can replace 2-3 full-time employees' repetitive tasks
### High-Value B2B Platforms
| Platform | Multiplier | Category | Business Value |
| - | - | - | - |
| **AWS Console** | 20x | Cloud | Enterprise infrastructure |
| **Kubernetes** | 18x | DevOps | Container orchestration |
| **Salesforce** | 15x | CRM | Sales automation |
| **HubSpot** | 12x | Marketing | Lead generation |
| **Snowflake** | 10x | Data | Analytics platform |
**Why These Multipliers?**
* **Direct Revenue Impact**: Automations here directly affect sales, customer success, and growth
* **Time Savings**: Each workflow saves 10-20 hours weekly of manual work
* **Enterprise Adoption**: These are the first platforms businesses want automated
* **Scalability Enablers**: Allow companies to grow without proportionally increasing headcount
### Professional Tools
| Platform | Multiplier | Use Case | Target Users |
| - | - | - | - |
| **LinkedIn Sales Navigator** | 8x | B2B Sales | Sales teams |
| **Google Ads** | 6x | Advertising | Marketers |
| **Airtable** | 5x | Database | Operations |
| **Notion** | 4x | Productivity | Teams |
| **Slack** | 3x | Communication | Businesses |
**Why These Multipliers?**
* **Productivity Multipliers**: Each automation increases team output by 2-3x
* **Cost Reduction**: Replaces expensive third-party tools and consultants
* **Competitive Advantage**: Companies using these automations outpace competitors
* **Universal Business Needs**: Every growing company needs these tools automated
### Consumer Platforms
| Platform | Multiplier | Reason | Volume Needed |
| - | - | - | - |
| **Gmail** | 1.2x | Ubiquitous | High |
| **Twitter/X** | 1.5x | Public data | High |
| **YouTube** | 1x | Well-mapped | Very high |
| **Facebook** | 1x | Saturated | Very high |
| **Instagram** | 1.1x | Mobile-first | High |
**Why These Multipliers?**
* **Volume Over Value**: While less critical, the sheer volume of users makes training valuable
* **Gateway Automations**: Often the first automations SMBs adopt before enterprise tools
* **Market Education**: Helps demonstrate LAM capabilities to broader audience
* **Foundation Training**: Builds core understanding of common UI patterns
## Calculating Bounty Earnings
### The Compound Effect
**Multipliers Stack**: Bounty multipliers combine with your tier bonuses, epoch multipliers, and training mode. The math can be staggering.
### Complete Earnings Formula
```
Total Points = Minutes Trained × Base Rate × (1 + Tier Bonus + Epoch Bonus + Bounty Multiplier)
```
### Real Examples
**Scenario**: Training on a top ActionFi partner platform
**Setup**:
* Platform: ActionFi Partner (50x multiplier)
* Tier: Branch (20% bonus)
* Epoch: 3 (80% bonus)
* Base Rate: 10 points/minute
* Time: 60 minutes
**Calculation**:
```
60 × 10 × (1 + 0.2 + 0.8 + 49.0) = 30,600 points
```
**Earnings**: 30,600 points from just 1 hour of training!
**Scenario**: Enterprise cloud training
**Setup**:
* Platform: Enterprise SaaS (20x multiplier)
* Tier: Leaf (15% bonus)
* Epoch: 5 (60% bonus)
* Base Rate: 10 points/minute
* Time: 120 minutes (2 hours)
**Calculation**:
```
120 × 10 × (1 + 0.15 + 0.6 + 19.0) = 24,900 points
```
**Daily Potential**: Training 8 hours = \~99,600 points
**Daily Training Schedule**:
| Time | Platform | Multiplier | Minutes | Points |
| - | - | - | - | - |
| 2 hrs | ActionFi Partner | 50x | 120 | 61,200 |
| 2 hrs | Web3 Platform | 30x | 120 | 37,200 |
| 2 hrs | Enterprise SaaS | 20x | 120 | 24,900 |
| 2 hrs | Professional Tools | 10x | 120 | 13,200 |
**Total Daily**: 136,500 points (vs 4,800 base)
## Strategic Bounty Types
### Different Ways to Earn Big
**Permanent Multipliers**
Long-term bounties on strategic platforms:
* B2B SaaS tools
* Developer platforms
* Enterprise software
* Web3 applications
Focus: Quality training data
**Strategic Alliances**
Partnerships with projects needing data:
* New platform launches
* Feature rollouts
* Market expansion
* Competitive advantage
Multipliers: 30x-50x typical
**First-Mover Rewards**
Be first to map new platforms:
* Emerging B2B tools
* New app releases
* Updated interfaces
* Unexplored features
Rewards: 100k+ point bonuses
## Marketplace Creation Bounties
### Build What's Needed Most
**Double Dip**: Create workflows for bounty platforms and earn both creation bounties AND ongoing marketplace revenue when others use them.
### High-Value Creation Targets
### Most Wanted Automations
**Stripe Workflows** (10,000 point bounty each):
* Automated reconciliation
* Subscription management
* Refund processing
* Invoice generation
* Payment failure handling
**AWS Automations** (8,000 point bounty each):
* Resource provisioning
* Cost optimization
* Security auditing
* Backup automation
* Scaling workflows
**Salesforce Chains** (7,500 point bounty each):
* Lead qualification
* Opportunity management
* Report generation
* Data migration
* Campaign automation
### Technical Automations
**GitHub Workflows** (5,000 point bounty):
* PR review automation
* Issue triage
* Release management
* Documentation updates
* Security scanning
**Kubernetes Operations** (6,000 point bounty):
* Deployment pipelines
* Resource monitoring
* Scaling automation
* Backup procedures
* Security policies
### Growth Automations
**HubSpot Workflows** (4,000 point bounty):
* Email campaigns
* Lead scoring
* Contact management
* Analytics reporting
* Social scheduling
**Google Ads Automation** (4,500 point bounty):
* Campaign creation
* Bid management
* Keyword research
* Report generation
* A/B testing
## Bounty Hunting Strategies
### Maximize Your Multipliers
Check the bounty board daily. New partnerships and quests appear regularly. Focus on highest multipliers that match your expertise.
Combine bounties with:
* High tier bonuses (up to 50%)
* Early epoch multipliers (up to 2x)
* Referral bonuses (5-25%)
Some bounties are time-of-day sensitive:
* Business platforms: Weekday business hours
* Developer tools: Late night/early morning
* Consumer platforms: Evenings and weekends
High-multiplier platforms reward quality:
* Complete full workflows
* Handle edge cases
* Document complex paths
* Provide context annotations
Team up with others:
* Share platform expertise
* Coordinate quest completion
* Split discovery bonuses
* Maximize referral chains
Keep records for:
* Tax purposes
* Performance optimization
* Strategy refinement
* Community sharing
## ActionFi Partner Bounty Programs
### Strategic Alliances Through ActionFi
**ActionFi: Proof-of-Action Partnerships**: ActionFi is Action Model's B2B partnership platform that enables verified user acquisition. Partners get trained AI for their platform with proof that users actually completed meaningful actions. Users get massive multipliers. Action Model gets valuable B2B data and revenue. Everyone wins.
[**Learn more about ActionFi →**](/actionfi/actionfi-overview)
### What Makes ActionFi Different
ActionFi revolutionizes partner bounties through **Proof-of-Activity** verification:
* **99% verification accuracy** via browser extension tracking
* **No API integration required** from partners
* **Real-time tracking** for instant rewards
* **Works on any browser-based platform**
Partners pay for verified user time and engagement, not just signups or clicks. This creates real platform usage and meaningful data.
### Current ActionFi Partner Programs
**Web3 Ecosystem Training**
ActionFi Partnership Details:
* Up to 50x multiplier on partner platforms
* Special achievement badges
* Direct token airdrops
* Priority API access
Goal: Map Web3 ecosystems
**Decentralized Finance Training**
ActionFi Partnership Benefits:
* Up to 40x multiplier
* Protocol incentives
* Beta feature access
* Revenue sharing
Focus: DeFi platform workflows
**Enterprise Platform Training**
ActionFi Strategic Value:
* Up to 30x multiplier
* Marketplace commission bonus
* Enterprise referrals
* Co-marketing opportunities
Target: B2B automations
**Join the ActionFi Network**
What You Get:
* Custom bounty multipliers (up to 50x)
* Verified user actions (not clicks)
* Zero integration required
* Real-time analytics dashboard
* Co-marketing opportunities
[**Apply as a Platform →**](/actionfi/for-platforms)
### ActionFi Partner Benefits
| For Partners | For Users | For Action Model |
| - | - | - |
| Verified user acquisition | Higher bounty multipliers | B2B revenue stream |
| Quality engagement metrics | More earning opportunities | High-value training data |
| No technical integration | Access to premium platforms | Partner network growth |
| Co-marketing exposure | Diverse platform variety | Token utility increase |
## Leaderboards and Competitions
### Race to the Top
### Overall Rankings
Track your progress against the global community and compete for top positions. Leaderboard updates in real-time as trainers complete bounties and accumulate points.
**Benefits of Ranking High**:
* Community recognition and status
* Priority access to new bounties
* Direct partnership opportunities
* Exclusive rewards and recognition
### Platform-Specific Champions
**Become a Platform Master**:
* Dominate training on specific platform
* Earn "Master" badge
* Unlock exclusive bounties
* Direct partnership opportunities
## Bounty Economics
### Why This System Works
**Aligned Incentives**: High bounties on B2B platforms ensure the LAM learns what businesses need. This makes the AI valuable to enterprises, driving token demand and value.
### The Virtuous Cycle
Partners and Action Model identify high-value platforms needing training data
Massive multipliers attract trainers to focus efforts on these platforms
Concentrated training creates comprehensive data for complex platforms
B2B customers can now automate these platforms, driving subscriptions
Subscription revenue creates token demand, increasing value for all holders
Higher token value allows even larger bounties, attracting more training
## Future Bounty Features
### Coming Soon
Lock tokens to access exclusive high-multiplier bounties
Businesses can post bounties for specific workflow needs
Community votes on which platforms get bounty multipliers
Exclusive badges for completing legendary bounties
## Start Bounty Hunting
Complete guide to maximizing your ActionFi bounty earnings
Coordinate with other hunters and get alerts
Learn optimal training strategies for each platform
Bring your portfolio or client roster to ActionFi and earn revenue share on every partnership
***
**Every bounty is an opportunity. Every multiplier is a goldmine.**
**The platforms that power business are waiting to be mapped. Will you claim the rewards?**