Dental reviews: how Google and AI read your ratings
Published on October 01, 2026
Dentistry
That review a patient left on Google last month doesn't stay on Google. AI reads your reviews, cross-references them with data from other sites, and uses all of that to decide whether or not to recommend your clinic when someone asks which dentist to choose.
At Bincoo, monitoring thousands of clinics, we see this mechanism in action every week: clinics with high ratings, consistent volume, and active responses appear in AI far more often than clinics with sparse reviews, even when the websites look similar.
More than 10,000 companies already use Bincoo to be recommended by ChatGPT, Gemini, and other platforms.
How AI reads your reviews
The process is more sophisticated than looking at the average rating. The model makes three readings:
- Quantitative reading: average rating, total volume, frequency of new reviews, and rating distribution;
- Qualitative reading: the themes that appear in the texts, such as service, price, pain, results, and punctuality;
- Behavioral reading: whether the clinic responds, how it responds, and whether complaints repeat over time.
That's why a clinic with a 4.7 rating and 150 well-distributed reviews usually wins in AI against one with a 5.0 rating and 12 reviews: volume and consistency convey trust that AI can verify.
From Google to ChatGPT: the path of reviews
| Review source | How it reaches AI | Typical weight |
|---|---|---|
| Google Business Profile | Direct reading and via Google search | Very high |
| Doctoralia and similar | Indexing and mentions in answers | High |
| Reclame Aqui | Indexing and reputation summaries | High in case of conflicts |
| Social media | Public mentions and comments | Medium |
| Own website | Testimonials published with consent | Medium, reinforces identity |
Gemini has direct access to Google's ecosystem, so the Business Profile is practically mandatory. ChatGPT and Perplexity read the open web, including directories and health portals.
What a review needs to help AI
Not every review is worth the same. Reviews that describe the procedure, the service, and the results in detail are gold, because AI uses those texts to build its own answer. Compare:
| Weak review | Review AI uses |
|---|---|
| "Great dentist, I recommend." | "I got an implant with Dr. Rafael, painless process, he explained every step, and the cost stayed within budget." |
| 5-star rating with no text | 5-star rating describing the treatment, the team, and the result |
You don't control what the patient writes, but you can encourage reviews at the right moment: right after a successfully resolved appointment, with a simple, direct request.
Review management mistakes that hurt your AI visibility
- Never responding: silence in the face of criticism is read by AI as disregard for the patient;
- Only responding to negative reviews with aggressive defense: the tone of the response is also read and summarized;
- Buying fake reviews: artificial patterns are detectable and destroy the model's trust;
- Having reviews only on Google and nowhere else: a single source is a fragile source;
- Ignoring repeated themes: if five reviews mention delays in follow-up, AI will cite that too.
The right approach is to respond to all of them, thank on the positive ones, resolve publicly on the negative ones, and treat recurring themes as a real operational problem.
Reputation is routine, not campaign
Clinics that show up in AI treat reviews as a weekly process: they ask for a review after every successful appointment, respond within 48 hours, and track the average rating as a clinic indicator.
Bincoo puts reputation in the same panel as visibility: you see what AI is saying about your clinic, which reviews are influencing the answers, and what to prioritize. On the Essential plan, at R$ 39.00/month, the weekly visibility and reputation report is already included.
Conclusion
- Reviews are direct raw material for AI answers about your clinic;
- Volume, average rating, detail in the texts, and active responses are the signals that weigh;
- Turn review management into a weekly routine before your reputation is defined without you.
Want to know what AI says today about your clinic's reputation? access Bincoo and see the diagnosis in minutes.
Frequently asked questions
"Do Google reviews influence what ChatGPT says about my clinic?"
Yes, directly. ChatGPT, Gemini, and Perplexity read and cross-reference reviews from multiple sources, and the rating, volume, and content of reviews weigh into the decision to cite a clinic or not.
"How many reviews does my clinic need to be taken seriously by AI?"
There is no official number, but in our monitoring we see that clinics with fewer than 30 reviews are rarely mentioned, while those cited frequently have more than 100 reviews with an average rating above 4.5.
"Does a negative review make AI stop recommending my clinic?"
A single negative review won't sink your reputation, but a pattern of unanswered complaints will. AI interprets silence as neglect, and repeated complaints about the same topic turn into a negative summary.
"Does responding to reviews help with visibility in AI?"
It helps on two levels: the response shows engagement, which is a trust signal, and it creates new indexable content associated with your name, which strengthens the clinic's entity.
"Can I use patient testimonials on my website without issues?"
You can, as long as you have the patient's consent, in line with the Dental Ethics Code. Real, consented testimonials are strong trust signals for both patients and AI.
