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AI Visibility Index · September 2026

Restaurants in Toulouse that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for restaurants 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.

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

Restaurants · Toulouse
69%of answers named Michel Sarran
Answers
36
Businesses named
45
Named only once
20
Named by 2+ assistants
14 of 25
Named again on a rerun
61%

Edition September 2026. Download the data

Asked for restaurants in Toulouse, ChatGPT, Claude and Gemini most often named Michel Sarran (69% of answers), Le Py-R (69%) and Les Jardins de l'Opéra (47%). Across 36 answers they named 45 different businesses, 20 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.

Restaurants in Toulouse named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Michel SarranAlso written Restaurant Michel SarranIs this your business?69%95%: 53 to 82%50%100%58%4 of 41.8
2Le Py-RAlso written Py-r, Le Py-rIs this your business?69%95%: 53 to 82%42%67%100%4 of 42.7
3Les Jardins de l'OpéraAlso written Les Jardins de l’Opéra, Stéphane Tournié - Les Jardins de l'OpéraIs this your business?47%95%: 32 to 63%42%17%83%4 of 43.4
4Le BibentIs this your business?44%95%: 30 to 60%50%58%25%4 of 43.3
5Le ColombierIs this your business?33%95%: 20 to 50%25%17%58%3 of 44.2
6Le CénacleIs this your business?31%95%: 18 to 47%33%8%50%3 of 43
7Genty MagreAlso written Le Genty Magre, Restaurant Genty MagreIs this your business?28%95%: 16 to 44%25%42%17%4 of 44.4
8SeptAlso written 7 Place Saint-SerninIs this your business?25%95%: 14 to 41%0%8%67%3 of 43.3
9Chez ÉmileAlso written Chez Emile, Emile, L'ÉmileIs this your business?19%95%: 10 to 35%25%17%17%2 of 43.1
10La Table des CordeliersIs this your business?17%95%: 8 to 32%0%0%50%3 of 44.2
11SolidesIs this your business?17%95%: 8 to 32%0%50%0%3 of 45.3
12Chez FazoulIs this your business?11%95%: 4 to 25%0%33%0%2 of 42.3
13L'Air de FamilleIs this your business?11%95%: 4 to 25%0%33%0%2 of 44.3
14Au Pois GourmandIs this your business?11%95%: 4 to 25%8%8%17%2 of 45
15L'EntrecôteIs this your business?11%95%: 4 to 25%8%0%25%1 of 45.3
16La Cave au CassouletIs this your business?8%95%: 3 to 22%0%0%25%1 of 43.7
17La Faim des HaricotsIs this your business?8%95%: 3 to 22%17%8%0%1 of 45
18L'AmphitryonIs this your business?8%95%: 3 to 22%0%0%25%1 of 47
19Brasserie Flo ToulouseAlso written Brasserie Flo Toulouse - Grand Café OpéraIs this your business?6%95%: 2 to 18%0%17%0%1 of 44
20La Table des CarmesIs this your business?6%95%: 2 to 18%0%0%17%2 of 44
21La Table de Notre-DameAlso written La Table de Notre-Dame - Chez David BiasibettiIs this your business?6%95%: 2 to 18%0%17%0%2 of 44.5
22En MargeIs this your business?6%95%: 2 to 18%0%8%8%1 of 45.5
23Les P’tits FayotsAlso written Les P'tits FayotsIs this your business?6%95%: 2 to 18%8%0%8%1 of 45.5
24Une Table à DeuxIs this your business?6%95%: 2 to 18%0%17%0%2 of 45.5
25Le PastelIs this your business?6%95%: 2 to 18%0%0%17%1 of 47

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. 20 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.

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
1Michel Sarran50%Michel Sarran100%Le Py-R100%
2Le Bibent50%Le Py-R67%Les Jardins de l'Opéra83%
3Le Py-R42%Le Bibent58%Sept67%
4Les Jardins de l'Opéra42%Solides50%Michel Sarran58%
5Le Cénacle33%Genty Magre42%Le Colombier58%

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.

Named by AI assistants: Restaurants in Toulouse, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/restaurants/toulouse"><img src="https://aigrow.gg/badges/index/2026-09/restaurants/toulouse.svg" width="312" height="100" alt="Named by AI assistants: Restaurants 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 restaurant à Toulouse ?What is the best restaurant in Toulouse?
  2. 2Je cherche un restaurant à Toulouse pour un dîner spécial. Tu me recommandes lequel ?I'm looking for a restaurant in Toulouse for a special dinner. Which would you recommend?
  3. 3Quels restaurants à Toulouse sont recommandés par les habitants du coin ?Which restaurants in Toulouse do the locals recommend?
  4. 4Où emmener un client pour un déjeuner d'affaires à Toulouse ?Where should I take a client for a business lunch in Toulouse?

How to read this page

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.

michelin.com
Read in 88% of the answers
wikipedia.org
Read in 88% of the answers
lesmeilleursrestaurants.fr
Read in 63% of the answers

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.

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