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GuideDoes adding review schema help AI recommend you?
Review schema (structured data marking up your ratings and testimonials) makes your reputation machine-readable, so an assistant parsing your page gets an unambiguous signal of how you're rated instead of having to infer it. It's a supporting signal, not a trust generator: schema can't manufacture a good reputation, and models cross-check the review ecosystem — Google, Yelp, industry platforms — rather than trusting on-page markup alone. But paired with genuine, consistent reviews across those platforms, clean review markup removes friction and makes your standing easy for AI to read and reuse. Treat it as making real reputation legible, not as a shortcut around earning one.
FAQ
Does review schema by itself make AI recommend me?No — it's an extraction aid, not a trust signal. It makes your existing ratings machine-readable so a model can parse them cleanly, but it can't create a reputation you haven't earned. The reviews behind the markup are what actually matter; schema just makes them legible.
Will models trust on-page review markup?Only as corroboration. Assistants weight independent review platforms — Google, Yelp, category-specific sites — over self-reported on-page data, and mismatches hurt. Keep your schema honest and consistent with what those platforms show, and it reinforces rather than contradicts your reputation.
How do I see whether my reviews are helping with AI?Run a free Cited scan — it checks the AI-search readiness signals on your website (crawler access, llms.txt, structured data and answer-ready content) and lists the fixes to make first.
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