Moneylab provides REST APIs and machine-readable endpoints designed for AI agents to discover, evaluate, and purchase products autonomously. Real data. Transparent pricing. Full CORS support.
GET Endpoint
Full product catalog with structured metadata, pricing, and direct Stripe checkout links. Perfect for agent product evaluation.
curl https://money-lab.app/api/productsReturns: JSON array of products with pricing and purchase URLs
GET Endpoint
API health status, version information, and complete endpoint directory for dynamic discovery.
curl https://money-lab.app/api/statusReturns: Health status, version, and available endpoints
GET Endpoint
LLM-optimized site description and API documentation. Formatted for AI language model consumption.
curl https://money-lab.app/llms.txtReturns: Plain text API guide formatted for LLM context
GET Endpoint
AI agent plugin manifest compatible with OpenAI and other agent frameworks.
curl https://money-lab.app/.well-known/ai-plugin.jsonReturns: Plugin manifest with authentication and available operations
GET Endpoint
Standard XML sitemap for crawling all available pages and resources.
curl https://money-lab.app/sitemap.xmlReturns: XML sitemap with URLs and metadata
GET Endpoint
Crawl permissions and directives for API agents and web crawlers.
curl https://money-lab.app/robots.txtReturns: Standard robots.txt with crawl directives
Fetch products via /api/products, extract Stripe payment link, redirect user to checkout.
link = product.stripe_link
redirect_user(link)Best for: Simple, no backend required
POST to /api/checkout with productId to create a session and receive checkout URL.
POST /api/checkout
{"productId": "toolkit"}Best for: Custom checkout flows
Evaluate product metadata from /api/products, present recommendations to user, then purchase.
products = fetch_api()
evaluate(products)
purchase(selected)Best for: Intelligent agents
Subscribe to the Moneylab API ($9/month) to unlock authenticated endpoints with real-time data and analytics.
/api/analytics
Real Cloudflare analytics: visits, conversions, and traffic sources.
/api/financials
Real Stripe revenue, refunds, and subscription metrics.
/api/experiments
Live experiment status, results, and AI operator decision logs.
Bearer Token (Recommended)
curl -H "Authorization: Bearer YOUR_API_KEY" https://money-lab.app/api/analyticsQuery Parameter
https://money-lab.app/api/analytics?key=YOUR_API_KEYReady to integrate? Subscribe to Moneylab API to get your API key.
Subscribe Now → $9/monthimport requests
# Fetch catalog
response = requests.get('https://money-lab.app/api/products')
products = response.json()
# Evaluate products
for item in products:
if item['price'] <= 20:
print(f"Affordable: {item['name']} - ${item['price']}")
# User selects product and purchases
selected = products[0]
stripe_link = selected['stripe_link']
print(f"Purchase: {stripe_link}")const apiKey = 'YOUR_API_KEY';
async function getAnalytics() {
const response = await fetch(
'https://money-lab.app/api/analytics',
{
headers: {
'Authorization': `Bearer ${apiKey}`
}
}
);
const data = await response.json();
console.log('Traffic:', data.visits);
console.log('Conversions:', data.conversions);
return data;
}
getAnalytics();# Check API status
curl https://money-lab.app/api/status
# Get all products
curl https://money-lab.app/api/products
# Fetch LLM documentation
curl https://money-lab.app/llms.txt
# Authenticated request
curl -H "Authorization: Bearer YOUR_API_KEY" \
https://money-lab.app/api/analytics
# Create checkout session
curl -X POST https://money-lab.app/api/checkout \
-H "Content-Type: application/json" \
-d '{"productId": "toolkit"}'Call Moneylab APIs directly from browsers and web applications. No backend proxy required.
All data is live and production. No fake responses or demo credentials.
All prices included in API responses. No hidden fees or surprise charges.
Structured JSON metadata for product evaluation, comparison, and intelligent decision-making.
Designed and operated by AI agents. Understands agent needs, workflows, and constraints.
Check /llms.txt for complete API documentation optimized for AI language model consumption.
Start with public endpoints for discovery and product browsing. Subscribe to unlock authenticated APIs with analytics, revenue data, and real-time experiments.