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AI Visibility Index · September 2026

Hair salons in Toulouse that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for hair salons in Toulouse, 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.

Hair salons · Toulouse
28%of answers named L'Atelier de Coiffure
Answers
36
Businesses named
41
Named only once
27
Named by 2+ assistants
0 of 14
Named again on a rerun
49%

Edition September 2026. Download the data

Asked for hair salons in Toulouse, ChatGPT, Claude and Gemini most often named L'Atelier de Coiffure (28% of answers), Dessange Toulouse (25%) and Studio 16 (25%). Across 36 answers they named 41 different businesses, 27 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.

Hair salons in Toulouse named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1L'Atelier de CoiffureAlso written L'Atelier de la CoiffureIs this your business?28%95%: 16 to 44%0%0%83%4 of 41.8
2Dessange ToulouseAlso written DESSANGE ToulouseIs this your business?25%95%: 14 to 41%75%0%0%3 of 41.6
3Studio 16Also written Studio 16 CoiffureIs this your business?25%95%: 14 to 41%0%0%75%4 of 43.8
4Camille Albane ToulouseIs this your business?14%95%: 6 to 29%42%0%0%2 of 42.2
5Franck Provost ToulouseIs this your business?14%95%: 6 to 29%42%0%0%3 of 43
6Coiffure & CoIs this your business?14%95%: 6 to 29%0%0%42%3 of 44.2
7Jean Louis David ToulouseAlso written Jean-Louis David ToulouseIs this your business?11%95%: 4 to 25%33%0%0%2 of 42
8La Belle BoucleAlso written La Belle Boucle Studio ToulouseIs this your business?8%95%: 3 to 22%25%0%0%1 of 41
9Maison M CoiffureIs this your business?8%95%: 3 to 22%0%0%25%2 of 42.7
10Le Salon by JérémyIs this your business?6%95%: 2 to 18%0%0%17%1 of 42
11Le Salon d'EugénieIs this your business?6%95%: 2 to 18%0%0%17%1 of 42
12L'Artisan CoiffeurAlso written Le Salon by L'Artisan CoiffeurIs this your business?6%95%: 2 to 18%0%0%17%2 of 43
13Maison de BeautéIs this your business?6%95%: 2 to 18%0%0%17%1 of 44
14Maison de Beauté CaritaIs this your business?6%95%: 2 to 18%0%0%17%2 of 44

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. 27 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
1Dessange Toulouse75%No other name twiceL'Atelier de Coiffure83%
2Camille Albane Toulouse42%Studio 1675%
3Franck Provost Toulouse42%Coiffure & Co42%
4Jean Louis David Toulouse33%Maison M Coiffure25%
5La Belle Boucle25%Le Salon by Jérémy17%

Claude named no business in 10 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: Hair salons in Toulouse, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/hair-salons/toulouse"><img src="https://aigrow.gg/badges/index/2026-09/hair-salons/toulouse.svg" width="312" height="100" alt="Named by AI assistants: Hair salons in Toulouse, 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. 1Quel est le meilleur salon de coiffure à Toulouse ?What is the best hair salon in Toulouse?
  2. 2Tu me recommandes quel salon pour une bonne coupe et une coloration à Toulouse ?I need a good cut and color in Toulouse. Which salon would you recommend?
  3. 3Quel salon de coiffure à Toulouse s’y connaît bien en cheveux bouclés ?Which hair salon in Toulouse is good with curly hair?
  4. 4Quel coiffeur à Toulouse tu me recommandes pour une coiffure de mariage ?Which hairdresser in Toulouse would you recommend for a wedding updo?

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 France. From the AI Source Map: 8 answers.

See every site for this category
reddit.com
Read in 88% of the answers
planity.com
Read in 75% of the answers
coiffeur.contact
Read in 50% of the answers

Elsewhere in the Index

Hair salons elsewhere
BordeauxLilleLyonMarseilleNiceParis
Also in Toulouse
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