An independent, open-methodology index of dental clinics in France. We score publicly verifiable factors — information transparency, price transparency, reputation signals, documented infrastructure, communication accessibility, and search visibility — on a 100-point scale. We do not rate clinical quality, and we do not sell ranking positions.
How often ChatGPT and Gemini name each of the three leading clinics when a patient asks them to recommend a dentist.
9.6 of 100
View report report in French
9.7 of 100
View report report in French
44.2 of 100
View report report in French
Measured by Ansmeter, 7 October 2026. Ansmeter is an affiliated service. Its figure is not part of this rating and does not affect positions — scores change only when public data changes.
| # | City | Avg score | Clinics listed | Highest-scoring clinic |
|---|---|---|---|---|
| 1 | Lyon | 67.4 | 4 | Le Studio Dentaire (77.2) |
| 2 | Nice | 63.3 | 5 | Vermillion Dentaire (67.2) |
| 3 | Paris | 62.2 | 4 | The Madeleine Dental Practice (70) |
| 4 | Marseille | 60.5 | 5 | Dentego Centre Dentaire Marseille République (71.3) |
| 5 | Toulouse | 47.7 | 5 | Dr Olivier Vallet (52.8) |
City score = the average Transparency & Trust score of the clinics listed in that city in this index. It reflects how publicly verifiable local clinics are — not clinical quality — and covers only the clinics listed here.
The default profile. Uses the methodology's own category weights.
| # | Clinic | Score/100 | Info | Prices | Reviews | Infra | Comms | Visibility | Flags |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Le Studio DentaireAI visibility: 9.6 of 100 FR | 77.2 | 20/20 | 9/15 | 18.5/20 | 10/15 | 5/10 | 7/10 | — |
| 2 | Cabinet Dentaire LumièreAI visibility: 9.7 of 100 FR | 73.3 | 18/20 | 15/15 | 14.5/20 | 11.5/15 | 2.5/10 | 4.5/10 | — |
| 3 | Dentego Centre Dentaire Marseille RépubliqueAI visibility: 44.2 of 100 FR | 71.3 | 13/20 | 15/15 | 18/20 | 13/15 | 4/10 | 3/10 | ⚑ 1 |
| 4 | The Madeleine Dental Practice | 70 | 20/20 | 0/15 | 18/20 | 12/15 | 6/10 | 7/10 | — |
| 4 | Cabinet Dentaire d'Ainay | 70 | 18/20 | 13/15 | 15/20 | 10/15 | 4/10 | 3/10 | — |
| 6 | Cabinet Maupassant | 68.9 | 16/20 | 9/15 | 16/20 | 13/15 | 4/10 | 4/10 | — |
| 7 | Vermillion Dentaire | 67.2 | 20/20 | 9/15 | 12.5/20 | 8/15 | 6.5/10 | 4.5/10 | — |
| 8 | Arenas Dentistes | 66.1 | 20/20 | 2/15 | 18/20 | 13/15 | 2.5/10 | 4/10 | — |
| 9 | Cabinet 47VH | 63.9 | 20/20 | 9/15 | 12.5/20 | 8/15 | 4/10 | 4/10 | — |
| 10 | Dr Hans Dindoyal | 61.7 | 20/20 | 0/15 | 14/20 | 12/15 | 4/10 | 5.5/10 | — |
| 11 | Cabinet Dentaire Massena | 61.1 | 18/20 | 0/15 | 17/20 | 11/15 | 6/10 | 3/10 | — |
| 12 | 62LTM / Dr Karim Dada | 59.4 | 20/20 | 0/15 | 16/20 | 8/15 | 3.5/10 | 6/10 | — |
| 13 | Cabinet Dentaire Dr Charbit & Associés | 58.3 | 16/20 | 0/15 | 16/20 | 11.5/15 | 5/10 | 4/10 | — |
| 13 | Cabinet Dentaire MC2L | 58.3 | 18/20 | 0/15 | 13.5/20 | 13/15 | 4/10 | 4/10 | — |
| 15 | Dr Phoebe Kamioner | 57.8 | 20/20 | 0/15 | 13/20 | 10/15 | 4/10 | 5/10 | — |
| 16 | Centre de Santé Dentaire Clinadent Marseille Saint-Pierre (La Timone) | 56.9 | 13/20 | 4/15 | 15.5/20 | 13/15 | 4/10 | 3.5/10 | ⚑ 1 |
| 17 | Dr Olivier Vallet | 52.8 | 18/20 | 0/15 | 12/20 | 9.5/15 | 4/10 | 4/10 | — |
| 18 | Centre Dentaire Toulouse Gare Bayard | 51.3 | 13/20 | 0/15 | 13.5/20 | 13/15 | 4/10 | 4.5/10 | ⚑ 1 |
| 19 | Centre Dentaire Lyon Frères Lumière (Docali) | 49.1 | 13/20 | 0/15 | 16.5/20 | 11/15 | 4/10 | 1.5/10 | ⚑ 1 |
| 20 | Cabinet des Drs Damiani et Richelme | 47.3 | 18/20 | 0/15 | 9.5/20 | 8/15 | 4/10 | 4/10 | ⚑ 1 |
| 21 | Pôle Santé ASC | 46.7 | 18/20 | 0/15 | 9.5/20 | 9.5/15 | 1/10 | 4/10 | — |
| 21 | Cabinet Dentaire Pierre de Fermat | 46.7 | 18/20 | 2/15 | 0/20 | 13/15 | 4/10 | 5/10 | — |
| 23 | Cabinet dentaire du Dr Mailhes et Dr Sabatie | 41.1 | 18/20 | 0/15 | 7/20 | 4/15 | 4/10 | 4/10 | — |
Clinics are excluded from a profile when the qualifying service is verifiably absent or when we could not verify the data needed for this profile.
Scores are normalized to a 100-point scale per the open methodology, including a red-flag penalty of up to 20 points. Category columns show raw points. Unverified data scores 0 points and is listed on each clinic page as "unverified", not as a negative finding.
Le Studio Dentaire, in the Part-Dieu district of Lyon 3rd arrondissement, is run by Dr Hervé Touati with Dr Romane Touati Chebance and Dr Thibault Nicollet, specialising in smile aesthetics and periodontology. The site is published in English and carries a public price list.
Multi-practitioner dental practice in Lyon 3rd arrondissement led by Drs Marc Berdougo and Roch de Valbray, with several named associate dentists. Offers implants, gum care and prosthetics.
Dentego Marseille République, part of the national Dentego dental-centre network, on Rue de la République in Marseille 2nd arrondissement.
The Madeleine Dental Practice (Le Cabinet Dentaire de la Madeleine) is a multi-practitioner clinic at 8 Boulevard de la Madeleine, formerly branded La Smile Clinic. Its team of around twelve dentists covers aesthetics, implantology, exclusive orthodontics, periodontics and exclusive endodontics. The site is available in English and offers WhatsApp contact.
Multi-practitioner dental practice (SCM Ainay Dentistes) in Lyon 2nd arrondissement, nine named dentists, specialised in implantology, cosmetic dentistry, periodontics and orthodontics.
Cabinet Maupassant, in Marseille 8th arrondissement, is a dental practice specialising in affordable implant dentistry.
Vermillion Dentaire, in central Nice, is a trilingual (French, English, Swedish) dental practice run by Dr Hend Ainine and Dr Tiberiu Botea.
Arenas Dentistes, at 455 Promenade des Anglais in Nice-Ouest, is a multi-practitioner practice founded by Dr Antoine Diss, offering implants, orthodontics, endodontics, paediatric dentistry and periodontology.
Cabinet 47VH, in Nice, is exclusively dedicated to periodontology and implantology, led by Dr Sylvain Mouraret (post-doctorate at Stanford, published researcher) and Dr Sylvain Leymarie with three further named dentists, and publishes a full fee schedule.
Cabinet dentaire du Dr Hans Dindoyal is a single-practitioner dental practice in the 9th arrondissement. It offers implantology, oral surgery, endodontics, periodontics and invisible-aligner orthodontics, using 3D radiography and Digital Smile Design. The site indicates English, Arabic and Russian are spoken.
Cabinet Dentaire Massena, on Rue Masséna in central Nice, is led by Dr Sébastien Melloul, specialising in periodontology and implantology, gum care and paediatric dentistry, with four further named dentists.
62LTM is a multi-specialty dental practice in the 16th arrondissement led by Drs Karim Dada and Dorothee Louis-Olszewski, bringing prosthodontists, periodontists, endodontists and implant specialists into one office. It is featured as a Leading Implant Center for implantology. Appointments are by appointment only.
Cabinet Dentaire MC2L in Marseille 12th arrondissement, led by Dr Laurent Chetrit with three further named dentists, specialising in implantology, bone grafting and gum grafting.
Cabinet Dentaire Dr Charbit & Associés, on Boulevard Gambetta in Nice, is an implantology-focused practice led by Dr Mathieu Charbit.
Dr Phoebe Kamioner is a chirurgien-dentiste practising within a shared cabinet at 80 Avenue Ledru Rollin in the 12th arrondissement (also seeing patients in Champs-sur-Marne). Services include aesthetic dentistry, Invisalign, periodontics, restoration and implantology. The site has an English-speaking-dentist page.
Clinadent health centre near La Timone hospital in Marseille 5th arrondissement, part of the national Clinadent dental-centre network. Accepts urgent care, implantology and paediatric patients, including CMU beneficiaries.
Dr Olivier Vallet, chirurgien-dentiste in Toulouse, practises implantology, oral surgery and wisdom-tooth extraction.
Centre Dentaire Toulouse Gare Bayard (Place Dentaire network), a health centre near Toulouse-Matabiau station, offers general adult and paediatric dentistry, prevention, orthodontics, implants and emergency care.
Docali-network dental health centre (operated by Association Dentasmile) on Avenue des Frères Lumière in Lyon 8th arrondissement, accepting adult and paediatric emergency dental care and CMU patients.
Cabinet des Drs Marie-Geneviève Damiani and Christian Richelme, in Marseille 8th arrondissement, specialising in immediate-loading dental implants (30 years' experience per the site).
Pôle Santé ASC, in Toulouse, groups Drs Jean-Marc Chamoux, Antoine Sancier and Guillaume Anduze-Acher, specialising in implantology and periodontology.
Cabinet Dentaire Pierre de Fermat, near Place du Capitole in central Toulouse, is a multi-practitioner practice (omni-practice, oral surgery, paediatric and orthodontic dentistry) with ten named dentists.
Cabinet dentaire of Dr David Mailhes and Dr Albertine Sabatie in Toulouse, offering implantology and general/cosmetic dentistry, with a published patient-education blog.
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