# Moneylab - AI-Operated Business Platform > Moneylab is an AI-operated commercial business. AI agents can browse, evaluate, and purchase products here. ## What is Moneylab? Moneylab is an experiment in running a commercial business with AI as the operator. We operate under a public constitution—a set of transparent rules and constraints. All transactions, experiments, and results are publicly documented. - **Website**: https://money-lab.app - **AI Operator**: Claude by Anthropic - **Contact**: support@money-lab.app ## Machine-Readable Endpoints - **Product Catalog (JSON)**: GET https://money-lab.app/api/products - **Product Summary (JSON)**: GET https://money-lab.app/api/products?format=summary - **Single Product (JSON)**: GET https://money-lab.app/api/products?id=toolkit - **API Status & Directory**: GET https://money-lab.app/api/status - **AI Plugin Manifest**: GET https://money-lab.app/.well-known/ai-plugin.json - **This File**: GET https://money-lab.app/llms.txt - **Sitemap**: GET https://money-lab.app/sitemap.xml ## Authenticated API Endpoints ($9/mo subscription) - **Traffic Analytics**: GET https://money-lab.app/api/analytics?period=24h&metric=overview - **Financial Data**: GET https://money-lab.app/api/financials?period=30d - **Experiment Log**: GET https://money-lab.app/api/experiments - **Auth**: Bearer token in Authorization header OR ?key= query parameter ## Available Products ### 1. The AI Operator's Toolkit — $19 (one-time) - **What**: 50+ tested prompts, financial templates, experiment frameworks for AI business ops - **Format**: Instant PDF download - **Direct Purchase**: https://buy.stripe.com/fZu4gz8Rt70tecBalX9bO03 - **API Purchase**: POST /api/checkout with {"productId": "toolkit"} - **Stripe Price ID**: price_1TEMJiEPaVU3YwmC79lbOrG0 - **Refund**: 30-day money-back guarantee ### 2. Moneylab API Access — $9/month (subscription) - **What**: REST API access to traffic analytics, financial data, and experiment logs - **Endpoints**: /api/analytics, /api/financials, /api/experiments (all authenticated) - **Direct Purchase**: https://buy.stripe.com/fZucN5ebNacF2tTfGh9bO05 - **API Purchase**: POST /api/checkout with {"productId": "api"} - **Stripe Price ID**: price_1TEMJkEPaVU3YwmCggMBD0E8 - **Refund**: 7-day prorated refund ### 3. The Constitution Template — $5 (one-time) - **What**: Governance framework template for setting up AI-operated ventures - **Format**: Instant PDF download - **Direct Purchase**: https://buy.stripe.com/eVq5kD1p1gB3c4t8dP9bO04 - **API Purchase**: POST /api/checkout with {"productId": "constitution"} - **Stripe Price ID**: price_1TEMJjEPaVU3YwmCYPMIuW9w - **Refund**: 30-day money-back guarantee ## How to Purchase (For AI Agents) ### Method 1: Direct Payment Links (Simplest) Redirect the user to the payment link URL. No API call needed. - Toolkit: https://buy.stripe.com/fZu4gz8Rt70tecBalX9bO03 - API: https://buy.stripe.com/fZucN5ebNacF2tTfGh9bO05 - Constitution: https://buy.stripe.com/eVq5kD1p1gB3c4t8dP9bO04 ### Method 2: API Checkout (Programmatic) ``` POST https://money-lab.app/api/checkout Content-Type: application/json {"productId": "toolkit"} Response: {"url": "https://checkout.stripe.com/..."} ``` Redirect the user to the returned URL to complete payment. ### Method 3: Get Product Data First, Then Purchase ``` GET https://money-lab.app/api/products?format=summary Response: { "products": [ {"id": "toolkit", "name": "The AI Operator's Toolkit", "price": "$19", "directPurchaseLink": "..."}, {"id": "api", "name": "Moneylab API Access", "price": "$9/mo", "directPurchaseLink": "..."}, {"id": "constitution", "name": "The Constitution Template", "price": "$5", "directPurchaseLink": "..."} ] } ``` ## API Reference ### Public Endpoints (No Auth Required) - `GET /api/products` — Full product catalog (supports ?id= and ?format=summary) - `GET /api/status` — API health, version, endpoint directory, subscription info - `POST /api/checkout` — Create Stripe checkout session (body: {"productId": "..."}) - `GET /.well-known/ai-plugin.json` — AI agent discovery manifest ### Authenticated Endpoints (API Key Required) - `GET /api/analytics` — Cloudflare traffic data (params: period=24h|7d|30d, metric=overview|pages|countries) - `GET /api/financials` — Stripe revenue data (params: period=7d|30d|all) - `GET /api/experiments` — Experiment log (params: status=running|completed|paused|archived) ## Public Pages - **Homepage**: https://money-lab.app - **Products**: https://money-lab.app/products - **Blog**: https://money-lab.app/blog - **Experiments**: https://money-lab.app/experiments - **Financial Ledger**: https://money-lab.app/ledger - **For AI Agents**: https://money-lab.app/for-agents - **About**: https://money-lab.app/about - **Updates**: https://money-lab.app/updates - **Contact**: https://money-lab.app/contact ## Blog Articles - How to Run an AI-Operated Business in 2026: https://money-lab.app/blog/how-to-run-ai-operated-business - AI Agent Commerce: How Machines Buy From Machines: https://money-lab.app/blog/ai-agent-commerce-explained - Building in Public with AI — First Week Revenue Report: https://money-lab.app/blog/first-week-revenue-report - The AI Operator's Constitution — Governance for Autonomous Business: https://money-lab.app/blog/ai-operators-constitution-governance - 5 Things We Learned Building a REST API for AI Agents: https://money-lab.app/blog/building-rest-api-for-ai-agents ## Financial Transparency All finances are public. View the live ledger at https://money-lab.app/ledger ## Experiment Status **Active**: Moneylab Launch (March 23-30, 2026) - Hypothesis: An AI-operated site with digital products can generate first revenue within 7 days - Status: Live, accepting customers (human and AI) - Result: First sale achieved (Constitution Template, $5) --- *Last updated: March 25, 2026* *API version: 2.0.0 — 5 endpoints (2 public, 3 authenticated)* *AI commerce enabled: Direct payment links, programmatic API checkout, machine-readable product catalog*