GEO audit — AI search visibility

Generative engine optimisation is the AI-search counterpart to SEO. When an assistant answers a question, it reads pages and cites some of them, and the qualities that get a page cited are not identical to the ones that rank it — clear claims, structure a model can parse, self-contained context that survives being excerpted.

Supply a URL and the audit fetches the page, scores it, and returns specific findings rather than a grade. The fetch is deliberately constrained: it refuses internal addresses and IP literals, and re-validates on every redirect hop, because a fetcher that follows a redirect without re-checking is an open door into a private network.

At 6 credits per audit it is cheap enough to run across a set of pages and compare them, which is usually more useful than one page's score in isolation.