// Retrieval Readiness Score

Can AI find, read and cite your site?

Paste a domain. We measure nine dimensions of whether an answer engine can reach, read, understand and quote you, and roll them into one 0 to 100 score.

Add the question this site should win, and we also score how well its headings match it.

Free · no login · runs our public diagnostics plus a live fetch in one pass.

What the score means

The Retrieval Readiness Score measures the supply side of AI visibility, not how often you're mentioned but whether AI engines can find, extract, understand and cite you in the first place. Four judgement dimensions: Access (can crawlers reach you), Extraction (do your pages chunk cleanly), Answerability (do you answer directly), and Entity Resolution (does the model know who you are). Five more come off a live fetch: Structure (tables, question headings, definitions, FAQ schema), Freshness (is the page dated), Token cost and Time (what it costs an engine to read you), and, when you supply a buyer question, Query alignment.

Three checks are gates rather than scores, because nothing downstream can rescue them: AI crawlers must be allowed, the page must carry readable text before JavaScript runs, and mobile must serve the same content as desktop. Failing one caps the total. See the full methodology →