Ranking & Trust Signals · 5.19
Making Sure Review Data Reaches AI Tools, Not Just Google
Confirming that your review score and count are actually readable by AI tools — through proper schema markup — rather than only visible to a human scrolling your Google profile.
Why this matters
The customer’s side
Someone who asks ChatGPT or a similar tool who to trust never sees your Google profile directly — the AI is working from whatever structured data it can find, or whatever it was trained on. A strong rating that never reaches that structured layer might as well not exist to that entire audience.
The search engine’s side
Direct — the technical bridge between your reviews and AI visibility
This is the same AggregateRating schema covered in depth in the GEO guide — worth a direct look if you haven't already, since it's the specific technical piece that makes your review data legible to AI tools rather than just to human visitors.
See it happen
Same listing, same search. One of these shows the rating AI tools can actually read.
No schema — plain result
rivingtons.co.uk
3-Bed Semi-Detached House For Sale, Oak Street
Guide price available on request. Contact us for viewing details and full particulars of this property…
Just a title and grey text. Nothing to catch the eye.
With schema — rich result
rivingtons.co.uk
3-Bed Semi-Detached House For Sale, Oak Street
★★★★★ 4.8 (127 reviews)
Guide price £450,000
3 bed · Semi-detached · Oak Street
Photo, rating, and price — pulled straight from the schema code.
How to check yours
- 1
Check whether your website currently has AggregateRating schema implemented — Google's Rich Results Test will confirm it either way.
How to fix what you find
If AggregateRating schema isn't currently implemented
add it, correctly attributed to a genuine third-party source — your real review score and count from Google or Trustpilot, not an invented figure.
The easiest route
Ask ChatGPT or Claude to generate AggregateRating JSON-LD schema using your real review score and count, then have your website developer add it — or see the full walkthrough in the GEO guide.
Keeping on top of it
Set once when implemented, then re-check occasionally that the figures shown are still accurate as your rating changes.
How Reyse handles this
Done With You
we help you get AggregateRating schema correctly implemented and kept accurate.
Done For You
we implement and maintain it as part of your full GEO setup, so your real rating always reaches AI tools correctly.