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Yelp reviews in ChatGPT: what a dental practice should fix first

GeoRoar · September 30, 2026 · ~5 min read
GeoRoar

A patient asks ChatGPT for a dentist near them. The answer names three practices. If Yelp's data feeds that answer, your Yelp page just became part of your marketing, whether or not you have looked at it in two years.

Is Yelp data in ChatGPT?

Yelp says it is licensing its reviews, ratings, photos, and business information to OpenAI. The deal was announced on July 23, 2026. According to Axios, Yelp branding and links are supposed to appear when ChatGPT uses the content, and a Request a Quote feature for contacting service providers is coming soon. Financial terms were not disclosed, and OpenAI controls how the content is shown.

Here is the caveat we would want to hear if we were a practice owner. When we spot-checked in early August, we did not see Yelp citations appearing in ChatGPT answers. Treat this as a rollout, not a switch that has already flipped. It is still worth preparing for, because the prep is cheap and helps in other places too.

Why does this matter for a local business?

Because local questions are where AI answers are most likely to name specific businesses. "Best dentist near me" used to return a map and ten links. Now it can return a short list with reasons. Yelp's CEO put it bluntly in the Axios piece: "If you want to answer local queries, you really need Yelp."

There is a trust angle too. A Morning Consult survey cited by Search Engine Land found that 65% of Americans have used AI search, but only 15% trust it "a lot." Reviews from real patients are one of the few things an AI answer can point to as evidence. Practices with thin or messy profiles give it nothing to point to.

What should a dental practice fix first?

Fix the facts before you chase more reviews. An engine cannot recommend a business it cannot verify. Start with the boring items, in this order.

Should I ask patients for Yelp reviews?

Ask, but follow Yelp's rules. Yelp discourages businesses from soliciting reviews, and its recommendation software can filter reviews it considers solicited, so a campaign can backfire. A sign at the front desk that says "find us on Yelp" is the safe version. Never pay for reviews or write your own. Apart from the platform penalties, fake reviews are exactly what an AI engine trained to weigh trust is likely to discount.

Can anyone guarantee ChatGPT will recommend my practice?

No, and be careful with anyone who says otherwise. The licensing deal gives ChatGPT access to Yelp's data. It does not say which practices get named, and the engines change their behavior without notice. What you can control is whether your practice is complete, consistent, and easy to read. That raises your odds. It does not make them certain.

If you want a fast read on the website side of this, GeoRoar's free audit checks crawler access, schema, and whether your pages answer real questions, then scores them out of 100 and lists what to fix. Your Yelp page is on you, but the site takes about 30 seconds to check.

Where's your site losing points?

Here's a sample GeoRoar scorecard. Yours takes about 30 seconds.

61
GEO score / 100
Grade D
Machine Access15/20
Structured Data10/18
Answerability12/22
Off-site Corroboration3/10

Plus Entity Clarity and Trust & Transparency, each scored and ranked.

Rory, the GeoRoar mascot

This is a sample. Your real scorecard is free, no sign-up.

Run your free GEO audit