Dentists in Marseille: which clinics ChatGPT and Gemini name
Implant questions leave the Marseille clinic list out entirely: neither of the 2 questions about replacing missing teeth brought up any clinic on it. Dentego Centre Dentaire Marseille République was named in 20 of 60 answers, and it turned up in answers about a severe toothache, a tight budget, a check-up with scaling and switching to a new dentist.
Doctolib, in 38 of 60 answers, and AP-HM, in 27 of 60, came up more often still, though neither is on the list. Cabinet Dentaire MC2L appeared only in answers with web search, 3 of 24, against 0 of 36 without it. Cabinet des Drs Damiani et Richelme and Centre de Santé Dentaire Clinadent Marseille Saint-Pierre were never named at all.
- Place
- Marseille, France
- Measured
- Questions asked in
- French
- Models
- ChatGPT (GPT-5.6 Luna) and Gemini (Gemini 3.6 Flash)
- Answers
- 60
- Clinics tracked
- 5
The clinics we tracked
Each cell counts the answers that named the clinic out of the answers in which we tracked it, then the share and the range it would most likely fall in if we asked again (95 %).
| Clinic | All answers | ChatGPT | Gemini | Without web search | With web search |
|---|---|---|---|---|---|
| Cabinet Dentaire MC2Lcabinetdentaire-mc2l.fr | 3 of 605 % · 2–14 % | 0 of 300–11 % | 3 of 3010 % · 4–26 % | 0 of 360–10 % | 3 of 2412 % · 4–31 % |
| Cabinet des Drs Damiani et Richelmedamiani-richelme.com | 0 of 600–6 % | 0 of 300–11 % | 0 of 300–11 % | 0 of 360–10 % | 0 of 240–14 % |
| Cabinet Maupassantcabinetmaupassant.com | 1 of 602 % · <1–9 % | 0 of 300–11 % | 1 of 303 % · <1–17 % | 0 of 360–10 % | 1 of 244 % · <1–20 % |
| Centre de Santé Dentaire Clinadent Marseille Saint-Pierrecentre-dentaire-marseille-saint-pierre-la-timone.fr | 0 of 600–6 % | 0 of 300–11 % | 0 of 300–11 % | 0 of 360–10 % | 0 of 240–14 % |
| Dentego Centre Dentaire Marseille Républiquedentego.fr | 20 of 6033 % · 23–46 % | 8 of 3027 % · 14–44 % | 12 of 3040 % · 25–58 % | 15 of 3642 % · 27–58 % | 5 of 2421 % · 9–40 % |
In the models' words
Lines from the answers, verbatim apart from formatting, with our English translation.
Cabinet Maupassant (13008) : Équipe spécialisée en implantologie et chirurgie dentaire disposant d'un plateau technique de pointe.
In English: Cabinet Maupassant (13008): A team specializing in implantology and dental surgery, with state-of-the-art technical facilities.
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels me suggérez-vous en remplacement ? J'en ai assez de l'endroit où je vais actuellement. (Among the dentists and dental practices in Marseille (France), which ones would you suggest as a replacement? I'm fed up with the place I currently go to.)Other names in the answers
The models brought these up on their own. We did not track them, so there is no share: the number is how many of the 60 answers mentioned the name. Hospitals, insurers, professional bodies and treatment brands appear here as the models wrote them.
- Doctolib 38
- AP-HM 27
- Centre de Soins Dentaires de la Timone 13
- Hôpital de la Timone 12
- Google 12
- Assurance Maladie 11
- Oxance 10
- Cabinet Dentaire Castellane 8
- Invisalign 8
- SAMU 7
- Dentaire Saint Just 7
- Centres Dentaires Mutualistes 6
The 18 questions
As we asked them, in French, with an English translation. Each line under a question counts its answers and the tracked clinics they named.
Open request for a recommendation
-
Que recommandez-vous comme dentistes et cabinets dentaires à Marseille (France) ?
Which dentists and dental practices do you recommend in Marseille (France)?
-
Quels sont les meilleurs dentistes et cabinets dentaires à Marseille (France) ?
What are the best dentists and dental practices in Marseille (France)?
Request for a ranked list
-
Faites-moi un top 10 des meilleurs dentistes et cabinets dentaires à Marseille (France).
Give me a top 10 of the best dentists and dental practices in Marseille (France).
Who can be trusted
-
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels inspirent le plus confiance ?
Among the dentists and dental practices in Marseille (France), which ones inspire the most trust?
-
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels sont le plus souvent recommandés pour la façon dont ils traitent les gens ?
Among dentists and dental practices in Marseille (France), which ones are most often recommended for the way they treat people?
Comparing options
-
Comparez les meilleurs dentistes et cabinets dentaires à Marseille (France) selon la qualité, la réputation, le prix et les délais d'attente.
Compare the best dentists and dental practices in Marseille (France) by quality, reputation, price and waiting times.
Who the experts are
-
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels ont la meilleure réputation ?
Among dentists and dental practices in Marseille (France), which ones have the best reputation?
Alternatives
-
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels sont de bonnes alternatives si je ne suis pas satisfait de l'endroit où je vais actuellement ?
Among dentists and dental practices in Marseille (France), which ones are good alternatives if I'm not satisfied with the place I currently go to?
A patient's constraint
-
Il me faut un seul endroit pour deux choses : un contrôle avec détartrage, et aussi des bagues ou des gouttières pour aligner mes dents. Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels proposent les deux ?
I need a single place for two things: a check-up with scaling, and also braces or aligners to straighten my teeth. Among the dentists and dental practices in Marseille (France), which offer both?
-
Je cherche des implants pour remplacer des dents manquantes. Que me conseillez-vous comme dentistes et cabinets dentaires à Marseille (France) ?
I'm looking for implants to replace missing teeth. Which dentists and dental practices in Marseille (France) would you advise?
-
Où puis-je trouver un rendez-vous en urgence pour une rage de dents à Marseille (France) ?
Where can I get an emergency appointment for a severe toothache in Marseille (France)?
A trade-off
-
Deux choses comptent pour moi : des bagues ou des gouttières pour aligner mes dents, et aussi des prix clairs avant le début du traitement. Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels sont les meilleurs pour chacune ?
Two things matter to me: braces or aligners to straighten my teeth, and also clear prices before treatment starts. Among the dentists and dental practices in Marseille (France), which are the best for each?
Exploring options
-
Je dois choisir parmi les dentistes et cabinets dentaires à Marseille (France) et je veux un rendez-vous en urgence pour une rage de dents. Quelles sont les meilleures options ?
I have to choose among the dentists and dental practices in Marseille (France), and I want an emergency appointment for a severe toothache. What are the best options?
A problem to solve
-
Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels me suggérez-vous en remplacement ? J'en ai assez de l'endroit où je vais actuellement.
Among the dentists and dental practices in Marseille (France), which ones would you suggest as a replacement? I'm fed up with the place I currently go to.
A specialist need
-
Mon cas est complexe et il me faut des implants pour remplacer des dents manquantes. Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels ont les meilleurs spécialistes pour cela ?
My case is complex and I need implants to replace missing teeth. Among the dentists and dental practices in Marseille (France), which ones have the best specialists for this?
Budget
-
Il me faut des prix clairs avant le début du traitement et mon budget est serré. Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels sont les moins chers ?
I need clear prices before treatment starts and my budget is tight. Among the dentists and dental practices in Marseille (France), which are the cheapest?
A specific treatment
-
Il me faut un contrôle avec détartrage. Parmi les dentistes et cabinets dentaires à Marseille (France), lesquels me conviendraient ?
I need a check-up with scaling. Among the dentists and dental practices in Marseille (France), which would suit me?
Switching dentist
-
Je veux changer. Parmi les dentistes et cabinets dentaires à Marseille (France), vers lesquels les gens se tournent-ils généralement ?
I want to switch. Among the dentists and dental practices in Marseille (France), which ones do people usually turn to?
How Marseille was measured
Each of the 18 questions went to ChatGPT and to Gemini; 12 of them were asked twice, with the model's web search off and on. A question that itself named a clinic is left out, since its answer would name that clinic by force. The clinics we tracked are the ones we chose to measure in Marseille and the clinics they compete with for the same patients.
Ansmeter Benchmark v2.0, methodology 2026.10, prompt library 2026.10-service-voice. The method and its limits: Methodology. The table as a file: data.csv.
We ran this measurement on our own initiative; no clinic asked for it or paid for it. If a clinic's name or website is wrong here, write to us and we will correct it.