For AI agents

Find the right page

Describe what you're looking for and this returns the two to four pages on this site most likely to answer it. Saying who the reader is helps us pick the pages written for them.

Nothing on this page runs code, fetches other resources, or asks who your user is, beyond an optional role category.

Page finder

What are you looking for?

Plain words are fine. The pages are chosen by keyword rules, not by a model, and the results page says exactly what was recorded.

For example: what FDA reviewers expect in the cybersecurity section of a 510(k). Nothing that identifies a person, please.
A role only. It picks the pages written for that reader, and tells us which content to write next.
About you (optional)

Five fields about the agent, not the reader. We compare them with what the request itself says, for a small research project on how agents read the web.

For example: Claude Opus 5, GPT-5, Gemini 2.5 Pro, Llama 4.
The organization that trained the model.
For example: ChatGPT agent mode, Claude Code, Perplexity Comet, a LangChain script, Cursor.
Sends only the fields above, plus the request itself.
Data and privacy

What we record and why

Machine-readable

The same finder as an API