We charge clients $15k to build this for them.
I'm giving it away for free.
It's an AI SEO / AEO API Docs Generator. A tool that creates structured documentation about your company that LLMs can actually read and cite.
Here's why every company needs one.
AI agents take the path of least resistance.
Three things determine whether your company shows up in LLM responses:
- Discovery. RAG systems chunk and embed content. Structure helps retrieval relevance. Clean data surfaces faster.
- Citation accuracy. Atomic claims are easier to quote without hallucination. LLMs can confidently cite you.
- Agent tooling. MCP servers and APIs give LLMs direct access. Not just parseable text. Actual queryable data.
Long form content still matters for LLMs. But structured documentation can improve your visibility.
Think of it as adding a layer that makes your content easier to discover, easier to cite, and easier for AI agents to access directly.
This is the AEO opportunity right now.
Google's Universal Commerce Protocol already supports MCP integration. Shopify, Walmart, Target are building on it.
@mintlify recently launched automatic MCP server generation from documentation.
The infrastructure for AI first discovery is being built RIGHT NOW.
I built an AEO API Docs Generator to do this for our clients. I'm giving it away for free.
It researches your company and outputs structured documentation that LLMs can parse:
- Product capabilities in atomic, verifiable claims
- Use cases with clear problem/solution framing
- Integration specs in machine readable format
- Competitive positioning that AI can cite accurately
And then prepares it all in
@mintlify format for a one-click upload to beautiful API docs.
You're building data infrastructure that makes your company queryable by AI agents.
The companies doing this now will own the AI discovery layer.
Comment "DOCS" and I'll send you the repo that automates the entire process for you.