The Lab
Tool / 09AI Search

AI Overview Readiness

Twelve signals AI engines use to pick what they quote — schema, structure, lead-paragraph density, citations. Score any page in seconds.

Score any URL on the twelve structural cues that drive AI Overview, ChatGPT search, and Perplexity citations. Lead-paragraph density, schema completeness, question-shaped headings — the things that make a page quotable.

Public addresses only. We render the static HTML — JavaScript-only content won't be visible to most AI crawlers either.