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AI search

AI Readiness Checker

Check whether a product page renders its reviews and schema where search crawlers and answer engines can actually read them.

This inspects the HTML your page actually delivers and reports what a crawler or answer engine can read. It is a set of documented heuristics, not a verdict from an AI model. A widget that loads reviews after the page can score low here even though a shopper sees the reviews fine, which is exactly the gap that matters for search and AI.

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Enter a product page URL and run the check to see your AI readiness score.

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Common questions
What does the AI Readiness Checker test?
It fetches the page as a crawler would (no JavaScript execution) and checks five signals: whether review text is in the static HTML, whether Product or Review schema is present, whether a canonical URL is set, whether the page is indexable, and whether a sufficient number of review words are visible in the raw source.
Why would reviews fail even though they appear on the page?
Most review apps render review text via JavaScript after the page loads. Search crawlers and AI systems often read the initial HTML and may miss content that requires JavaScript to display. A page can look fine in a browser and score poorly here if the review text is not in the server-rendered HTML.
What score should I aim for?
A score of 80 or above means the page meets the basic requirements for search crawlers. The highest-impact fix is almost always making review text available in static HTML, which directly affects rich result eligibility and AI citation frequency.
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