Quick answers

AIGrow provides AI visibility monitoring, a business assistant, blog publishing and scoped automation services. Start with the free scan to inspect the output before paying.

Run the free scan

The scan is free and monitoring plans start at $29 a month. The operations audit is $290, the visibility audit is $490, and custom builds receive a written price before work starts.

See the plans

Run the free scan. It reads your site, asks several AI assistants what your customers ask, and points you at one thing. No signup required, and it will tell you if you do not need us.

Start now

Yes. Use the contact form for product, billing, support or project questions. Describe the goal and the system involved so the first reply can be specific.

Contact AIGrow
AI Visibility Index · September 2026

Restaurants in Marseille that AI assistants recommend

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

Restaurants · Marseille
83%of answers named Le Petit Nice Passedat
Answers
36
Businesses named
32
Named only once
12
Named by 2+ assistants
12 of 20
Named again on a rerun
72%

Edition September 2026. Download the data

Asked for restaurants in Marseille, ChatGPT, Claude and Gemini most often named Le Petit Nice Passedat (83% of answers), AM par Alexandre Mazzia (72%) and Une Table au Sud (67%). Across 36 answers they named 32 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.

Restaurants in Marseille named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Le Petit Nice PassedatAlso written Le Petit Nice - Passedat, Le Petit Nice, Le Petit Nice Passédat, Le Petit Nice - PassédatIs this your business?83%95%: 68 to 92%75%75%100%4 of 42
2AM par Alexandre MazziaIs this your business?72%95%: 56 to 84%58%83%75%4 of 41.8
3Une Table au SudAlso written Une Table, au SudIs this your business?67%95%: 50 to 80%50%75%75%3 of 43.7
4Chez FonfonIs this your business?50%95%: 35 to 66%8%92%50%4 of 43.3
5L'ÉpuisetteIs this your business?47%95%: 32 to 63%0%58%83%4 of 44.5
6Le MiramarIs this your business?39%95%: 25 to 55%25%42%50%3 of 44.2
7La Boîte à SardineIs this your business?33%95%: 20 to 50%25%25%50%3 of 43.8
8SépiaIs this your business?25%95%: 14 to 41%0%0%75%3 of 44.8
9Chez ÉtienneAlso written Chez EtienneIs this your business?22%95%: 12 to 38%25%25%17%1 of 43.8
10La Table du FortIs this your business?17%95%: 8 to 32%8%0%42%3 of 44.2
11Les Trois FortsIs this your business?14%95%: 6 to 29%25%0%17%1 of 44.4
12La MercerieIs this your business?14%95%: 6 to 29%8%25%8%2 of 45.4
13Le Café des ÉpicesIs this your business?14%95%: 6 to 29%0%42%0%3 of 46
14ToinouAlso written Toinou Les Fruits de MerIs this your business?11%95%: 4 to 25%0%25%8%1 of 45.5
15Chez YassineIs this your business?8%95%: 3 to 22%25%0%0%1 of 43.7
16Chez Madie Les GalinettesIs this your business?8%95%: 3 to 22%0%0%25%1 of 44
17Le FéminaIs this your business?8%95%: 3 to 22%25%0%0%1 of 44
18PeronIs this your business?8%95%: 3 to 22%0%25%0%2 of 47
19Le RhulIs this your business?6%95%: 2 to 18%0%17%0%1 of 42
20La CantinettaIs this your business?6%95%: 2 to 18%0%0%17%1 of 48

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
1Le Petit Nice Passedat75%Chez Fonfon92%Le Petit Nice Passedat100%
2AM par Alexandre Mazzia58%AM par Alexandre Mazzia83%L'Épuisette83%
3Une Table au Sud50%Le Petit Nice Passedat75%AM par Alexandre Mazzia75%
4Le Miramar25%Une Table au Sud75%Une Table au Sud75%
5La Boîte à Sardine25%L'Épuisette58%Sépia75%

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

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

Elsewhere in the Index

Restaurants elsewhere
BordeauxLilleLyonNiceParisToulouse
Also in Marseille
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