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AI Visibility Index · September 2026

Cleaning services in Lyon that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for cleaning services in Lyon, 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 · Lyon
47%of answers named O2 Care Services
Answers
36
Businesses named
30
Named only once
10
Named by 2+ assistants
7 of 20
Named again on a rerun
63%

Edition September 2026. Download the data

Asked for cleaning services in Lyon, ChatGPT, Claude and Gemini most often named O2 Care Services (47% of answers), Shiva (36%) and Onet (22%). Across 36 answers they named 30 different businesses, 10 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 Lyon named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1O2 Care ServicesAlso written O2, O2 Care Services LyonIs this your business?47%95%: 32 to 63%67%25%50%3 of 42.6
2ShivaAlso written Shiva LyonIs this your business?36%95%: 23 to 52%67%17%25%3 of 42.2
3OnetAlso written Onet Propreté et ServicesIs this your business?22%95%: 12 to 38%33%0%33%2 of 41.3
4HelplingAlso written Helpling LyonIs this your business?22%95%: 12 to 38%0%0%67%3 of 41.8
5WecasaIs this your business?22%95%: 12 to 38%42%17%8%2 of 42.4
6SamsicAlso written Samsic Propreté, Samsic FacilityIs this your business?17%95%: 8 to 32%17%0%33%2 of 43.7
7AtalianAlso written Atalian PropretéIs this your business?14%95%: 6 to 29%8%0%33%2 of 42.2
8GSFIs this your business?11%95%: 4 to 25%17%0%17%2 of 42.5
9AzaéAlso written Azaé LyonIs this your business?11%95%: 4 to 25%33%0%0%2 of 43.3
10CleansterAlso written Cleanster LyonIs this your business?8%95%: 3 to 22%0%0%25%2 of 41
11ShinyIs this your business?6%95%: 2 to 18%0%17%0%1 of 41
12Shine ServicesIs this your business?6%95%: 2 to 18%0%0%17%1 of 42
13Groupe NicollinIs this your business?6%95%: 2 to 18%17%0%0%2 of 42.5
14All4home LyonIs this your business?6%95%: 2 to 18%0%0%17%1 of 43
15Free Dom LyonIs this your business?6%95%: 2 to 18%0%0%17%1 of 43
16Arc en Ciel PropretéIs this your business?6%95%: 2 to 18%0%0%17%1 of 44
17Maison et ServicesIs this your business?6%95%: 2 to 18%0%17%0%1 of 44
18Century ServicesIs this your business?6%95%: 2 to 18%0%17%0%1 of 44.5
19Domaliance LyonIs this your business?6%95%: 2 to 18%0%0%17%2 of 44.5
20Ménage.frIs this your business?6%95%: 2 to 18%0%0%17%1 of 44.5

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. 10 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
1O2 Care Services67%O2 Care Services25%Helpling67%
2Shiva67%Shiva17%O2 Care Services50%
3Wecasa42%Wecasa17%Onet33%
4Onet33%Shiny17%Samsic33%
5Azaé33%Maison et Services17%Atalian33%

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 Lyon, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/cleaning-services/lyon"><img src="https://aigrow.gg/badges/index/2026-09/cleaning-services/lyon.svg" width="312" height="100" alt="Named by AI assistants: Cleaning services in Lyon, 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 Lyon ?What is the best cleaning service in Lyon?
  2. 2Tu me recommandes quelle entreprise pour faire le ménage toutes les semaines dans mon appartement à Lyon ?I need someone to clean my apartment in Lyon every week. Which company would you recommend?
  3. 3Quelle entreprise de nettoyage à Lyon fait bien le nettoyage de fin de bail ?Which cleaning company in Lyon does a good move-out deep clean?
  4. 4Quelle entreprise de nettoyage de bureaux à Lyon tu recommandes pour une petite entreprise ?Which office cleaning company in Lyon 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
BordeauxLilleMarseilleNiceParisToulouse
Also in Lyon
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