Is our documentation answering, or our marketing?

What this checks

Splits the pages of yours that engines quoted into documentation and marketing, and lists what would stop a bot reading them at all.

When to ask this

Best once you have some organic traffic and at least one AI-visibility measurement on file — useful across Some Traction and Heavy Traction stages. This is a live diagnosis over your own data, not a static report, so there's nothing to check before you've been measured at least once.

When this refuses

This answer is built from several hypotheses, and each can refuse independently:

• No page of yours was cited in the last run → nothing to classify as documentation vs. marketing.
• No crawl on file → bot access is unchecked.
• No docs panel → the constrained how-to claim goes untested — distinguishing "configured but never measured" from "does not exist."
• Permanently untested here: page shape (nothing reads a doc page and reports how it opens) and versioned canonicals.

How to ask it in chat

"how do we optimise technical documentation so ai tools recommend our use cases"

What you'll get back

A direct answer computed from measurements already on file — no extra cost, no new data is purchased to answer this.