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AI Visibility Index · September 2026

Cleaning services in Marseille that AI assistants recommend

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

Cleaning services · Marseille
33%of answers named O2
Answers
36
Businesses named
28
Named only once
9
Named by 2+ assistants
7 of 19
Named again on a rerun
63%

Edition September 2026. Download the data

Asked for cleaning services in Marseille, ChatGPT, Claude and Gemini most often named O2 (33% of answers), Shiva (25%) and Marseille Nettoyage (22%). Across 36 answers they named 28 different businesses, 9 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.

Cleaning services in Marseille named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1O2Also written O2 Care Services, O2 MarseilleIs this your business?33%95%: 20 to 50%58%25%17%3 of 42.4
2ShivaAlso written Shiva MarseilleIs this your business?25%95%: 14 to 41%33%17%25%2 of 41.9
3Marseille NettoyageIs this your business?22%95%: 12 to 38%0%0%67%3 of 41
4OnetAlso written Onet Propreté et Services, Onet Propreté et Services MarseilleIs this your business?22%95%: 12 to 38%50%0%17%2 of 41.4
5WecasaIs this your business?19%95%: 10 to 35%42%17%0%2 of 42.1
6Clean 13Is this your business?19%95%: 10 to 35%0%0%58%3 of 42.3
7Azur NettoyageAlso written Azur Nettoyage MarseilleIs this your business?14%95%: 6 to 29%0%0%42%3 of 43.4
8GSFIs this your business?11%95%: 4 to 25%25%0%8%2 of 42.5
9La Phocéenne de NettoyageIs this your business?11%95%: 4 to 25%0%0%33%2 of 44.3
10ATALIANAlso written Atalian, Atalian Marseille, ATALIAN PropretéIs this your business?8%95%: 3 to 22%8%0%17%1 of 42
11Maison et ServicesAlso written Maison et Services MarseilleIs this your business?8%95%: 3 to 22%0%25%0%1 of 42.7
12All Nettoyage MarseilleIs this your business?8%95%: 3 to 22%0%0%25%2 of 43
13Free DomIs this your business?8%95%: 3 to 22%0%0%25%1 of 43.3
14HelplingIs this your business?6%95%: 2 to 18%0%0%17%1 of 41
15Groupe NicollinIs this your business?6%95%: 2 to 18%17%0%0%1 of 42
16Azaé MarseilleIs this your business?6%95%: 2 to 18%17%0%0%2 of 42.5
17DomalianceIs this your business?6%95%: 2 to 18%0%0%17%1 of 43.5
18SamsicAlso written Samsic Facility, Samsic PropretéIs this your business?6%95%: 2 to 18%8%0%8%1 of 43.5
19La Conciergerie MarseillaiseIs this your business?6%95%: 2 to 18%0%0%17%1 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. 9 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
1O258%O225%Marseille Nettoyage67%
2Onet50%Maison et Services25%Clean 1358%
3Wecasa42%Shiva17%Azur Nettoyage42%
4Shiva33%Wecasa17%La Phocéenne de Nettoyage33%
5GSF25%No other name twiceShiva25%

Claude named no business in 9 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: Cleaning services in Marseille, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/cleaning-services/marseille"><img src="https://aigrow.gg/badges/index/2026-09/cleaning-services/marseille.svg" width="312" height="100" alt="Named by AI assistants: Cleaning services 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. 1Tu connais la meilleure entreprise de nettoyage à Marseille ?What is the best cleaning service in Marseille?
  2. 2Tu me recommandes quelle entreprise pour faire le ménage toutes les semaines dans mon appartement à Marseille ?I need someone to clean my apartment in Marseille every week. Which company would you recommend?
  3. 3Quelle entreprise de nettoyage à Marseille fait bien le nettoyage de fin de bail ?Which cleaning company in Marseille does a good move-out deep clean?
  4. 4Quelle entreprise de nettoyage de bureaux à Marseille tu recommandes pour une petite entreprise ?Which office cleaning company in Marseille would you recommend for a small business?

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
pagesjaunes.fr
Read in 100% of the answers
reddit.com
Read in 88% of the answers
threebestrated.fr
Read in 75% of the answers

Elsewhere in the Index

Cleaning services 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