llms.txt example for an AI startup

A reference llms.txt for an AI startup — models, API, pricing and use cases structured for AI crawlers and agent discovery.

# Lumen AI
> An API for turning unstructured documents into structured, agent-ready data.

## About
- Category: AI infrastructure
- Industry: AI startup
- Website: https://lumen.example

## Products
**[Extract API](https://lumen.example/extract)**: Schema-guided extraction from PDFs, images and HTML.
**[Agents](https://lumen.example/agents)**: Hosted tool-calling agents over your data.

## Pricing
- Free — 500 pages/mo
- Pro — $49/mo, 25k pages
- Scale — usage-based

## Use Cases
- Invoice and contract parsing
- Knowledge-base construction for RAG
- Document workflows for AI agents

## Integrations
- REST API + SDKs (Python, TS)
- Webhooks
- Zapier

## FAQ
**Do you train on my data?**
No — customer data is never used for training.

**Is there an SDK?**
Official Python and TypeScript SDKs are available.

## Key Links
**[API docs](https://lumen.example/docs)**
**[Pricing](https://lumen.example/pricing)**