Le Studio Dentaire
According to our open methodology, this clinic scored 77.2/100 for transparency, reputation, service accessibility, and digital visibility.
Overall rank: #1 of 23 ranked clinics · Last checked: 24 September 2026
77.2/100
9.6 of 100
Visibility in ChatGPT and Gemini answers
How often ChatGPT and Gemini name this clinic when a patient asks them to recommend a dentist. Measured by Ansmeter, 7 October 2026.
Full report report in French
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.
Positions by Rating Profile
- Overall Transparency & Trust#177.2/100
- Best for Expats#172/100
- Best for Dental Implants#372.5/100
- Best for Emergency Dental Carenot ranked
- Best Price Transparency#472.7/100
- Best English-speaking Clinics#173.2/100
- Best for Families / Childrennot ranked
- Sleep Dentistry (GA / deep sedation)not ranked
General Anaesthesia & Deep Sedation
Whether the clinic documents treatment under general anaesthesia or deep / twilight sedation — "sleep dentistry", where the patient is asleep and unaware (does not feel, see, or hear the procedure). Ordinary conscious sedation, where the patient stays awake and responsive, does not count here. This is informational and does not affect the transparency score.
- ? General anaesthesia / deep sedation (sleep dentistry) — Not verified
Summary
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.
Strengths
- Information Transparency: 20 of 20 points.
- Reputation & Reviews: 18.5 of 20 points.
- No red flags identified in public sources.
Weaknesses
No category fell below the weakness threshold (50% of verifiable points).
Score Breakdown
Every criterion below is scored from public sources. ✓ verified yes · ✗ verified no / not found · ◐ partial · ? unverified (scores 0, not a negative finding).
Information Transparency
20 / 20
Whether basic facts about the clinic - its team, premises, services, and location - are publicly verifiable.
| ✓ | Has a working website Own site (English version fetched) live 2026-09-07. [s1] | 4/4 |
| ✓ | Dentist names listed Site names Dr Hervé Touati and Dr Romane Touati Chebance. [s1] | 3/3 |
| ✓ | Dentist specializations listed Dentists' bios list post-graduate implantology/periodontology diplomas [s3] | 2/2 |
| ✓ | Real clinic photos Self-hosted premises/team photos and a video tour, not stock imagery [studio-dentaire-touati-lyon-deepen] | 2/2 |
| ✓ | Service list published Site describes smile-aesthetics and periodontology services and states the practice brings together 3 dental surgeons. [s1] | 3/3 |
| ✓ | Clear contact details [s1] [gmp3] | 2/2 |
| ✓ | English website version Full English site at /en/: 'Dentist in Lyon, expert in smile aesthetics'. [s1] | 2/2 |
| ✓ | Address and map published [s1] [gmp3] | 2/2 |
Price Transparency
9 / 15
Whether patients can estimate costs before visiting. Published price ranges count; exact prices are not required.
| ✓ | Prices or price ranges published Own site publishes a standing price list for its most common treatments (eleven items with figures or ranges). [s2] | 3/3 |
| ✗ | Cleaning price listed The published list has no scaling/cleaning price; scaling is only mentioned as reimbursed at 70% by the Assurance Maladie. [s2] | 0/2 |
| ✗ | Filling price listed The published list has no filling price. [s2] | 0/2 |
| ✓ | Crown price listed Porcelain crown 950€; temporary crown from €195 to €275. [s2] | 2/2 |
| ✓ | Implant price listed Implant 990€, implant abutment 455€, crown on implant 950€. [s2] | 2/2 |
| ✗ | Consultation price listed The published list prices an 'aesthetic assessment' (385€) but no ordinary initial consultation; the check-up is described only as covered by Social Security, without a figure. [s2] | 0/2 |
| ✓ | X-ray / imaging price listed Dental Panoramic 20€. [s2] | 2/2 |
Reputation & Reviews
18.5 / 20
Public review signals. The Google rating is adjusted with a Bayesian prior (rating 4.0, weight 25) so a 5.0 from a handful of reviews does not outrank a 4.8 from hundreds.
| ✓ | Google rating (Bayesian-adjusted) Read live on the place page in a browser on 2026-09-08. Unchanged from the automated reading of 2026-09-07. The star histogram — 217 five-star, 2 four-star, 0 three-star, 0 two-star and 8 one-star — sums to 227, matching the 227 in the place-page header exactly, and its weighted mean 4.850 reproduces the published 4.9. [gmp3] [gmpb] | 6/6 |
| ◐ | Google review volume Read live on 2026-09-08 from the place-page header, and the star histogram sums to the same figure. The card held 227 from 2026-09-07 and the listing has not moved since. [gmp3b] [gmpb] | 2.5/3 |
| ✓ | Review recency The newest review visible is two months old, which proves the within_3_months bucket and no better. Visible dates: 2 months, 2 months (edited), 9 and 11 months, then 1, 1, 2 and 2 years. Sample: the eight reviews Google Maps renders on the place page in its own relevance order — the "Newest" sort does not open to automation, so a review more recent than the newest one visible may exist. [gmpb] | 3/3 |
| ✓ | Clinic responds to reviews The owner answers 7 of 8 of the reviews visible on the place page on 2026-09-08. Sample: the eight reviews Google Maps renders on the place page in its own relevance order — the "Newest" sort does not open to automation, so a review more recent than the newest one visible may exist. [gmpb] | 2/2 |
| ✓ | No recurring complaints No criticism appears in the visible sample; the one- and two-star mass is 8 of 227 ratings, 3.5 %. Sample: the eight reviews Google Maps renders on the place page in its own relevance order — the "Newest" sort does not open to automation, so a review more recent than the newest one visible may exist. [gmpb] | 2/2 |
| ✓ | No suspicious review patterns Judged on the histogram shape, the spread of dates, the variety of reviewers and the wording, on 2026-09-08. 217 five-star with a small genuine tail of eight one-star and two four-star ratings; reviews run from two months to two years in two languages, and the owner answers seven of the eight visible. [gmpb] | 2/2 |
| ✓ | Active Facebook presence Site links to the clinic's Facebook and Instagram pages [studio-dentaire-touati-lyon-deepen-2] | 1/1 |
| ✗ | TripAdvisor presence No listing in TripAdvisor's own search or on the clinic's channels [studio-dentaire-touati-lyon-deepen-3] [studio-dentaire-touati-lyon-deepen-4] | 0/0.5 |
| ✗ | Other review platforms PagesJaunes shows no reviews and no edits by the practice; no WhatClinic or Trustpilot profile; its dentists' Avis Patients Vérifiés pages are unclaimed and empty (read 2026-10-02 to 2026-10-05). [studio-dentaire-touati-lyon-deepen-14] [studio-dentaire-touati-lyon-deepen-15] [studio-dentaire-touati-lyon-deepen-16] [studio-dentaire-touati-lyon-deepen-17] [studio-dentaire-touati-lyon-deepen-18] [studio-dentaire-touati-lyon-deepen-19] | 0/0.5 |
Medical Infrastructure
10 / 15
The range of publicly documented equipment and services. This measures documented availability, not clinical quality.
| ✓ | On-site X-ray The practice has its own radiography room; panoramic X-ray is on its price list [studio-dentaire-touati-lyon-deepen-11] [studio-dentaire-touati-lyon-deepen-12] | 2/2 |
| ✓ | CBCT (3D imaging) The site states a 3D X-ray of the jaw is taken before bone grafting [studio-dentaire-touati-lyon-deepen-13] | 2/2 |
| ✓ | Implantology [s1] [s2] | 2/2 |
| ✓ | Orthodontics 'Dental alignment treatment From €3500 to €5500' in the clinic's own price list. [s2] | 2/2 |
| ✓ | Oral surgery Guided implant surgery documented [studio-dentaire-touati-lyon-deepen-5] | 2/2 |
| ✗ | Pediatric dentistry Full sitemap read (346 URLs); no pediatric/children's dentistry page or mention [studio-dentaire-touati-lyon-deepen-6] | 0/1.5 |
| ✗ | Emergency care Full sitemap read (346 URLs); no dedicated emergency/same-day care page beyond an old Covid-era FAQ [studio-dentaire-touati-lyon-deepen-7] | 0/1.5 |
| ? | Works with international patients | 0/2 |
Communication & Service
5 / 10
How easy it is to contact the clinic, get answers, and book - especially for international patients.
| ✗ | WhatsApp / LINE available Contact page read, no WhatsApp or LINE number [studio-dentaire-touati-lyon-deepen-8] | 0/2 |
| ? | Response speed | 0/1.5 |
| ✓ | English spoken Site is written for English-speaking patients ("Looking for a dentist in Lyon for expert care..."). [s1] | 2.5/2.5 |
| ✓ | Pre-visit consultation possible Online periodontitis self-assessment test offered [studio-dentaire-touati-lyon-deepen-9] | 1.5/1.5 |
| ✓ | Clear service explanations Condition/treatment pages explain causes, symptoms and treatment, not just names [studio-dentaire-touati-lyon-deepen-10] | 1/1 |
| ✗ | Convenient opening hours Full published week read on the place page 2026-09-08: Monday, Tuesday, Thursday and Friday 08:00-18:00, Wednesday 09:00-18:00, weekend closed. No evening and no weekend surgery. [gmpb] | 0/1.5 |
AI & Search Visibility
7 / 10
Whether the clinic is discoverable when patients search - including via AI assistants. Checked with fixed queries: "best dentist France", "English speaking dentist France", "dental implants France", "emergency dentist France", "France dental clinic for expats".
| ✓ | Mentioned for: best dentist France Web search "best dentist Lyon France" (AI-visibility pass, re-run with country qualifier) — clinic's own domain appears at ranks 7 and 9 of 10. [av1] | 1/1 |
| ✗ | Mentioned for: English speaking dentist France Web search "English speaking dentist Lyon" (AI-visibility pass) — 7/10 target-city results; clinic's domain not present among them. [av4] | 0/1 |
| ✓ | Mentioned for: dental implants France Web search "dental implants Lyon France" (AI-visibility pass, re-run) — clinic's own domain appears 3 times (ranks 2, 4, 5) of 9. [av2] | 1/1 |
| ✓ | Mentioned for: emergency dentist France Clinic’s own site ranks 9th in the top web results for "emergency dentist Lyon" (also checked as "emergency dentist Lyon, France") on 2026-09-24. [av3] | 1/1 |
| ✓ | Mentioned for: France dental clinic for expats Clinic’s own site ranks 8th in the top web results for "Lyon dental clinic for expats" (also checked with "Lyon, France"); the AI answer also named "Studio Dentaire", on 2026-09-24. [av5] | 1/1 |
| ✓ | Structured data on website WebPage/WebSite schema.org JSON-LD present. [s1] | 1.5/1.5 |
| ? | Google indexing quality | 0/2 |
| ✓ | Dedicated service pages Own site carries a page per treatment under /en/dental-care/ (periodontitis, bruxism, gingivitis, caries, veneers) rather than one generic list. [s1] | 1.5/1.5 |
Licensing & Credentials
Whether the clinic publishes its operating licence and the dentists working there together with their professional licence numbers. A verified “not published” is recorded as a red flag; data we have not checked yet is shown as unverified and carries no penalty.
Clinic operating licence: not checked against public sources yet — unverified, no penalty
Dentists & RPPS numbers
| Dentist | Specialization | RPPS No. | Notes |
|---|---|---|---|
| Dr Hervé Touati [s1] [oncd1] | Smile aesthetics, periodontology | RPPS 10003511606 | RPPS number, France’s national health-professional identifier; listed in the directory of the Ordre National des Chirurgiens-Dentistes (checked 30 September 2026). |
| Dr Romane Touati Chebance [s1] [oncd2] | — | RPPS 10101854312 | RPPS number, France’s national health-professional identifier; listed in the directory of the Ordre National des Chirurgiens-Dentistes (checked 30 September 2026). |
| Dr Thibault Nicollet [s3] [oncd3] | — | RPPS 10102148334 | RPPS number, France’s national health-professional identifier; listed in the directory of the Ordre National des Chirurgiens-Dentistes (checked 30 September 2026). |
Red Flags
No red flags identified in the public sources we reviewed.
Data We Could Not Verify
- Medical Infrastructure: Works with international patients
- Communication & Service: Response speed
- AI & Search Visibility: Google indexing quality
Unverified items score 0 points but are not treated as negative findings. If you can document any of them, please send a correction.
Contact Information
| Website | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/ |
|---|---|
| Phone | +33 4 78 62 84 08 |
| Google Maps | Map listing |
| Address | 4 Boulevard Eugène Deruelle, 69003 Lyon, France |
Contact details are provided for identification only and may change; verify with the clinic directly.
Sources
| ID | Source | What it supports | Accessed |
|---|---|---|---|
| s1 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/ | Own site (English): dentist names, address (Part-Dieu, boulevard Deruelle), phone, service focus. | 2026-09-07 |
| gmp3 | https://www.google.com/search?tbm=map&q=%2B33+4+78+62+84+08 | Google Maps automated place data (resolved by phone-number query after the plain-name query returned only a city-centroid fallback): rating 4.9, address 4 Bd Eugène Deruelle 69003 Lyon, geo. | 2026-09-07 |
| oncd1 | https://www.ordre-chirurgiens-dentistes.fr/annuaire/php/actions/get… | ONCD annuaire: 'Dr TOUATI HERVE', RPPS 10003511606, Libéral, 4 BOULEVARD EUGENE DERUELLE 69003 LYON — exact address match. | 2026-09-30 |
| s2 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/dental-care… | Own site's published price list: Dental Panoramic 20€, Aesthetic assessment 385€, Porcelain onlay 755–950€, Temporary crown 195–275€, Porcelain crown 950€, Dental alignment 3500–5500€, Porcelain veneer 1550€, Implant 990€, Implant abutment 455€, Crown on implant 950€, Periodontal treatment 900–6000€. | 2026-09-07 |
| s3 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/who-we-are/ | "University Diploma in Fundamental and Practical Oral Implantology (Lille)" for Dr Hervé Touati; "University diploma in oral implantology, Faculty of Dentistry, Dijon" for a second dentist | 2026-09-24 |
| oncd2 | https://www.ordre-chirurgiens-dentistes.fr/annuaire/php/actions/get… | ONCD annuaire: 'Dr TOUATI ROMANE', RPPS 10101854312, Libéral, 4 BOULEVARD EUGENE DERUELLE 69003 LYON — exact address match. | 2026-09-30 |
| oncd3 | https://www.ordre-chirurgiens-dentistes.fr/annuaire/php/actions/get… | ONCD annuaire: 'Dr NICOLLET THIBAULT', RPPS 10102148334, Libéral, 4 BOULEVARD EUGENE DERUELLE 69003 LYON — exact address match. | 2026-09-30 |
| gmp3b | https://www.google.com/search?tbm=map&hl=en&q=%2B33%204%2078%2062%2… | Independent re-read of the Google Maps place data (verification pass): place id 0x47f4ea89ff038869:0x91afe3f34e619376, 'Le Studio Dentaire', 4 Bd Eugène Deruelle 69003 Lyon, rating 4.9 and — exposed by this read — 227 reviews. | 2026-09-07 |
| av1 | search:best dentist Lyon France | AI/search visibility check — clinic present. | 2026-09-07 |
| av2 | search:dental implants Lyon France | AI/search visibility check — clinic present 3x. | 2026-09-07 |
| av3 | search:emergency dentist Lyon | Web search on 2026-09-24 for "emergency dentist Lyon, France": result 9 — https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/dental-practice-lyon/, title "Dental practice in Lyon: Specialists dedicated to your smile", the clinic’s own domain. | 2026-09-24 |
| av4 | search:English speaking dentist Lyon | AI/search visibility check. | 2026-09-07 |
| av5 | search:Lyon dental clinic for expats | Web search on 2026-09-24 for "Lyon, France dental clinic for expats": result 8 — https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/dental-practice-lyon/, the clinic’s own domain. | 2026-09-24 |
| gmpb | https://www.google.com/maps/place/x/@45.7626732,4.852429,17z/data=!… | The clinic’s Google Maps place page, opened in a real browser on 2026-09-08. The Reviews tab (this URL) gives the headline rating, the review-count header, the five star-histogram buckets read whole from their accessibility labels, and the eight most-relevant reviews with their star values, dates, text and owner replies; the sibling Overview URL https://www.google.com/maps/place/x/@45.7626732,4.852429,17z/data=!4m5!3m4!1s0x47f4ea89ff038869:0x91afe3f34e619376!8m2!3d45.7626732!4d4.852429?hl=en gives the listing name, address, telephone, website, business category, the full published opening week and the lead owner photograph. The listing opens as «Le Studio Dentaire», category Dental clinic, at 4 Bd Eugène Deruelle, 69003 Lyon · +33 4 78 62 84 08 · dr-touati-herve.chirurgiens-dentistes.fr — the card’s own name, street, telephone and website, so the place identifier resolves to this practice. | 2026-09-08 |
| studio-dentaire-touati-lyon-deepen | https://www.dr-touati-herve.chirurgiens-dentistes.fr/cabinet/presen… | Practice presentation page with an embedded video tour and a self-hosted team photo (studio_dentaire_equipe.jpg); no stock-photo filenames found across the site | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-2 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/cabinet/facebook/ | "Lien vers Facebook" href='https://fr-fr.facebook.com/Herv%C3%A9-Touati-cr%C3%A9ateur-de-sourires-220114761470385/'; embedded Facebook page plugin on the same page | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-3 | https://www.tripadvisor.com/TypeAheadJson?action=API&query=Le+Studi… | TripAdvisor's own type-ahead search for "Le Studio Dentaire Touati" returns only unrelated "Le Studio"-named attractions, no dental practice | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-4 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/ | No TripAdvisor link or mention found across the site or its Facebook/Instagram page | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-5 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/specialiste-en… | "Le chirurgie guidée : La technologie de pointe privilégiée par notre cabinet d'implantologie dentaire" | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-6 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/page-sitemap.xml | Full page-sitemap (346 URLs) contains no page slug or title referencing pediatric/children's dentistry | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-7 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/soins-dentaire… | The only "urgence dentaire" mention on the site is a 2020 Covid-FAQ answer about contacting a dentist during lockdown, not a same-day emergency service; no other emergency page in the 346-URL sitemap | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-8 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/contact/ | Contact page gives phone number and address only; no WhatsApp or LINE contact found | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-9 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/online-test… | "Online test – Periodontitis" — an online self-assessment tool linked from the main navigation | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-10 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/soins-dentaire… | Page structured under "Causes du bruxisme", "Symptômes du bruxisme", "En quoi le bruxisme est nuisible ?", "Traitement du bruxisme" | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-11 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/cabinet-dentai… | Practice page: "3 salles de soins identiques, un bloc opératoire, une salle de radiographie, un laboratoire de prothèses" | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-12 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/soins-dentaire… | Price page: "Panoramique dentaire 20€" | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-13 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/greffe-osseuse… | Bone-graft page: "Une radiographie 3D de votre mâchoire sera réalisée afin de vérifier votre volume osseux"; the implant price page also cites "imagerie radio, scanner 3D, chirurgie guidée par ordinateur" | 2026-09-24 |
| studio-dentaire-touati-lyon-deepen-14 | https://www.pagesjaunes.fr/pros/60765110 | PagesJaunes page "Herve Touati", chirurgien-dentiste, 4 boulevard Eugène Deruelle, 69003 Lyon, phone 04 78 62 84 08 (the clinic's address and phone), read 2026-10-05: an automatically generated description, no review ("Soyez le premier ou la première à donner votre avis") and no "Contenu édité par le professionnel" mark — a directory listing the practice has not taken over. | 2026-10-05 |
| studio-dentaire-touati-lyon-deepen-15 | https://www.pagesjaunes.fr/pros/60138254 | PagesJaunes page "Touati Romane", chirurgien-dentiste, at the same address and phone (one of the clinic's dentists), read 2026-10-05: an automatically generated description, no review and no "Contenu édité par le professionnel" mark. | 2026-10-05 |
| studio-dentaire-touati-lyon-deepen-16 | https://www.whatclinic.com/dentists/france/lyon | WhatClinic: its Lyon dentist listing (2 clinics) has no profile for Le Studio Dentaire or Dr Touati, and the profile address built from the clinic's name is not found (read 2026-10-02). | 2026-10-05 |
| studio-dentaire-touati-lyon-deepen-17 | https://www.trustpilot.com/review/dr-touati-herve.chirurgiens-denti… | Trustpilot: no company page for dr-touati-herve.chirurgiens-dentistes.fr (read 2026-10-02). | 2026-10-05 |
| studio-dentaire-touati-lyon-deepen-18 | https://www.avispatientsverifies.fr/chirurgien-dentiste/69003-lyon/… | Avis Patients Vérifiés: the pages of Dr Hervé Touati, Dr Romane Touati and Dr Thibault Nicollet (4 boulevard Eugène Deruelle, 69003 Lyon) are each marked "Fiche non revendiquée" (not claimed) and carry no verified patient review (read 2026-10-02). | 2026-10-05 |
| studio-dentaire-touati-lyon-deepen-19 | https://www.dr-touati-herve.chirurgiens-dentistes.fr/en/ | The clinic's website (home page and its contact or team pages, read 2026-10-05) carries no link to a review platform. | 2026-10-05 |
Change History
| Date | Change |
|---|---|
| 2026-10-05 | Read the clinic's PagesJaunes listing on 2026-10-05: the practice has not edited it and it has no reviews, and no other review platform lists the clinic, so it is recorded as not present on other platforms. |
| 2026-09-24 | Search visibility checked on 2026-09-24 for the two pending Lyon queries — "emergency dentist Lyon" and "Lyon dental clinic for expats": present for "emergency dentist Lyon" and "Lyon dental clinic for expats". |
| 2026-09-24 | Re-read on 2026-09-24: the clinic's website (team, practice, treatment, price and contact pages, in French and English) and its Google listing. Recorded: dentists' individual implantology/periodontology diplomas, genuine premises photos and video, a Facebook/Instagram presence, an in-house radiography room and 3D jaw imaging before bone grafts, guided implant surgery, and an online periodontitis self-assessment test. No pediatric dentistry, no emergency service (the practice presents itself as offering continuity of care rather than emergency treatment), no WhatsApp/LINE, no TripAdvisor profile. Google rating and review count unchanged at 4.9 from 227 reviews. Still unverified: work with international patients beyond the English-language site, and other review platforms. |
| 2026-09-08 | Checked by hand in a browser: the clinic’s Google Maps place page was opened in a real browser and read on both its Reviews and Overview tabs. Recorded from it: the rating re-verified against the star histogram, the review count, the histogram itself (217/2/0/0/8 = 227, weighted mean 4.850), review recency, the owner-reply state, the complaint reading and the manipulation reading from the eight most-relevant reviews, the lead owner photograph and the full published opening week. Fields this pass did not measure are untouched. |
| 2026-09-07 | Adversarial verification pass (the verification pass). Google place re-read live by phone query: rating 4.9 confirmed and the review count (227) recovered, which the research pass had reported as not exposed. The clinic's own team page and price list were read for the first time: a third dentist (Dr Thibault Nicollet) is published by the clinic and matched in ONCD at the exact address, Dr Romane Touati Chebance's RPPS was matched, and seven price fields were resolved from the clinic's published tariff. |
| 2026-09-07 | Initial research pass. Surfaced directly by the AI-visibility pass (appears in both 'best dentist Lyon France' and 'dental implants Lyon France'). Own English-language site read live. The plain-name Google Maps automated query returned only a city-centroid fallback (no POI); retried successfully with the site's own phone number, which resolved the exact business (rating 4.9, address). ONCD confirmed Dr Touati's RPPS at the exact address. |
A question or a correction?
Have a question, a suggestion, or a correction to this page? Get in touch — we read every message. Verified data corrections are reviewed against sources and applied with a public change-history entry.