How to make your docs discoverable to AI
Almost half of docs traffic is now AI crawlers. The 90% that matters: crawlable-without-JS, allowed in robots.txt, and ranking for real questions.
Read on our blog
- AI-ready documentation
Make your documentation work with AI. We structure and tune your docs so AI assistants answer accurately from them, and so your product shows up when people ask AI tools about it. Measured against real results, not hype.
Get found, and answer right
AI-ready documentation has two jobs: get discovered and cited by AI tools, and give assistants and agents what they need to answer accurately from your content. We engineer both.
Get discovered by AI
Crawlable without JavaScript, allowed in robots.txt, and ranking for the questions people actually ask, so AI Overviews, ChatGPT, and Perplexity cite your docs.
Answer accurately
Retrieval quality, clean structure, and citable passages so AI assistants answer correctly from your content instead of guessing.
Agent-ready endpoints
MCP servers and Markdown or raw endpoints so AI agents, from Claude to coding assistants, can consume your docs directly.
Measured, not guessed
We benchmark real queries before and after, so you see the accuracy and citation gains instead of taking our word for it.
Our approach
Honest AI work, in a market full of hype
GEO is a noisy, snake-oil-heavy space. We don't sell magic, we do the engineering that measurably makes your docs easier for AI assistants and agents to find and answer from, and we prove it against real queries.
Audit-first, not rip-and-replace
We start with a prioritized report you can implement yourself, and only build it for you if you want us to.
Built for docs you host
We optimize the stack you own, Sphinx, Docusaurus, MkDocs, not a locked-in SaaS docs platform.
More than an llms.txt file
An llms.txt is often sold as “AI-ready,” but many platforms generate one for free and it barely changes how AI answers. We do the retrieval and structure work that actually does.
From our blog
Our field notes on making documentation work for AI assistants and agents.
15 tips for better AI answers from your docs
Retrieval is the bottleneck before the LLM. Practical ways to structure pages so an AI assistant answers from them accurately.
Read on our blog
Your docs are talking. Are you listening?
An AI assistant in your docs does more than answer questions, it reveals where users get confused, exposing the gaps in your documentation and product.
Read on our blog
AI optimization packages
Choose between strategic recommendations or full implementation. All packages include detailed analysis and clear deliverables.
AI optimization audit
Strategic analysis with actionable recommendations you can implement yourself.
$3,500
~1-2 weeks
- ✔ Content audit & gap analysis
- ✔ RAG optimization recommendations
- ✔ Prompt improvement suggestions
- ✔ Step-by-step implementation guide
Full optimization implementation
We restructure your content and implement RAG improvements for you.
$8,500
~3-5 weeks
- ✔ Everything in audit package
- ✔ Content restructuring & editing
- ✔ RAG workflow implementation
- ✔ Performance monitoring setup
Ongoing optimization service
Continuous monitoring and optimization based on real user interactions.
$3,500/month
Monthly cycles
- ✔ Monthly interaction analysis
- ✔ Content optimization based on gaps
- ✔ Prompt refinement & testing
- ✔ Performance reporting
Want the assistant itself, too?
AI-ready docs make every AI assistant more accurate, including one you put on your own site. We deploy that with an AI assistant for your docs, powered by Biel.ai.
Commonly asked questions
Accurate AI answers start with AI-ready docs
Partner with us to make your documentation something AI assistants and agents answer from accurately, and that AI search actually cites.