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AI Visibility Index · September 2026

Dermatologists in Liège that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for dermatologists in Liège, three times each, in French, and counted who they named. These are the businesses named in two or more of the 36 answers.

Check whether AI names youSee the ranking

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Dermatologists · Liège
47%of answers named CHU de Liège
Answers
36
Businesses named
25
Named only once
12
Named by 2+ assistants
3 of 13
Named again on a rerun
56%

Edition September 2026. Download the data

Asked for dermatologists in Liège, ChatGPT, Claude and Gemini most often named CHU de Liège (47% of answers), CHC MontLégia (25%) and CHR de la Citadelle (17%). Across 36 answers they named 25 different businesses, 12 of them only once. Each of four buyer questions was asked three times, in French, in September 2026.

The ranking

The AI Recommendation Rate is the fraction of the 36 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Dermatologists in Liège named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1CHU de LiègeAlso written CHU de Liège - Service de Dermatologie, CHU de Liège, service de dermatologie, Clinique Dermatologique du CHU de Liège, Centre Hospitalier Universitaire de Liège - Service de Dermatologie, CHU de Liège, Service de dermatologie, Clinique Esthétique du CHU de LiègeIs this your business?47%95%: 32 to 63%100%8%33%4 of 41.4
2CHC MontLégiaAlso written Clinique CHC MontLégia, Clinique du MontLégia, CHC MontLégia, Service de dermatologie, Clinique CHC MontLégia, service de dermatologie, Clinique du MontLégia - Service de Dermatologie, Service de dermatologie du CHC MontLégiaIs this your business?25%95%: 14 to 41%50%0%25%4 of 42.4
3CHR de la CitadelleAlso written Hôpital de la Citadelle, Centre Hospitalier Régional de la Citadelle - Service de Dermatologie, CHR Citadelle Liège - Service de Dermatologie, Service de dermatologie de la CitadelleIs this your business?17%95%: 8 to 32%33%8%8%3 of 42.2
4Dermatologie & Laser - Dr. C. D'HondtAlso written Dr. Catherine D'Hondt, Dermatologie et Laser - Dr. C. D'HondtIs this your business?14%95%: 6 to 29%0%0%42%3 of 42.8
5Dr. Anne-Sophie D'HondtAlso written Cabinet du Dr. Anne-Sophie D'HondtIs this your business?11%95%: 4 to 25%0%0%33%3 of 42
6Dr. Sophie NikkelsAlso written Cabinet Dermatologie Liège, Dermatologie Liège, Dermatologie Liège - Cabinet du Dr. Sophie NikkelsIs this your business?11%95%: 4 to 25%0%0%33%2 of 43.8
7Centre Dermatologique de LiègeIs this your business?8%95%: 3 to 22%0%0%25%2 of 41.7
8Dr. Marie-Laure GeubelleIs this your business?8%95%: 3 to 22%0%0%25%2 of 42.7
9Dr. Anne-Sophie GielenAlso written Cabinet de Dermatologie Dr. Anne-Sophie Gielen, Cabinet du Dr. Anne-Sophie GielenIs this your business?8%95%: 3 to 22%0%0%25%2 of 43
10Centre Laser LiègeIs this your business?6%95%: 2 to 18%0%0%17%1 of 41
11Dr. Arjen NikkelsAlso written Cabinet de Dermatologie Dr. Arjen Nikkels, Cabinet du Dr. Arjen NikkelsIs this your business?6%95%: 2 to 18%0%0%17%1 of 41.5
12Dr. Géraldine GielenAlso written Cabinet du Dr. Géraldine GielenIs this your business?6%95%: 2 to 18%0%0%17%1 of 42.5
13Dr. Sophie NyssenAlso written Cabinet du Dr. Sophie NyssenIs this your business?6%95%: 2 to 18%0%0%17%1 of 43.5

Each assistant column is the share of that assistant's own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 12 more names came up in a single answer and are counted above but not listed.

Is this your business?

See what the assistants say about your business today. The free checker asks ChatGPT, Claude, Gemini and Grok two of the Index questions for this category, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up.

Check your businessNamed above? Add the badgeWhat the audit does

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#ChatGPTClaudeGemini
1CHU de Liège100%CHU de Liège8%Dermatologie & Laser - Dr. C. D'Hondt42%
2CHC MontLégia50%CHR de la Citadelle8%CHU de Liège33%
3CHR de la Citadelle33%No other name twiceDr. Anne-Sophie D'Hondt33%
4No other name twiceDr. Sophie Nikkels33%
5CHC MontLégia25%

Claude named no business in 11 of its 12 answers.

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Correct or remove a listing
Named by AI assistants: Dermatologists in Liège, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/dermatologists/liege"><img src="https://aigrow.gg/badges/index/2026-09/dermatologists/liege.svg" width="312" height="100" alt="Named by AI assistants: Dermatologists in Liège, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in French. The English under each is our translation. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

  1. 1Qui est le meilleur dermatologue à Liège ?Who is the best dermatologist in Liège?
  2. 2J’ai de l’acné et je voudrais consulter un dermatologue à Liège. Tu me recommandes qui ?I have acne and want to see a dermatologist in Liège. Who would you recommend?
  3. 3Quelle clinique dermatologique à Liège propose des contrôles des grains de beauté ?Which dermatology clinic in Liège does mole checks?
  4. 4Quel dermatologue à Liège me recommandes-tu pour des traitements au laser ?Which dermatologist in Liège would you recommend for laser treatments?

How to read this page

The full method
What it measures
Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter
36 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings
Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong
If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Where the assistants look

The sites read most often, with web search on, before the assistants answer about this category in Belgium. From the AI Source Map: 5 answers.

See every site for this category
reddit.com
Read in 80% of the answers
wikipedia.org
Read in 60% of the answers
uzgent.be
Read in 40% of the answers

Elsewhere in the Index

Dermatologists elsewhere
AntwerpBrusselsGhentBordeauxGenevaLausanne
Also in Liège
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Run the free AI scanRead the method

Edition September 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0