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AI Visibility Index · September 2026

Plumbers in Marseille that AI assistants recommend

We asked ChatGPT and Claude the four questions a buyer asks when looking for plumbers in Marseille, three times each, in French, and counted who they named. These are the businesses named in two or more of the 24 answers.

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

Plumbers · Marseille
54%of answers named SOS Plombier Marseille
Answers
24
Businesses named
31
Named only once
22
Named by 2+ assistants
9 of 9
Named again on a rerun
23%

Edition September 2026. Download the data

Asked for plumbers in Marseille, ChatGPT and Claude most often named SOS Plombier Marseille (54% of answers), Les Bons Plombiers Marseille (46%) and Proxiserve Marseille (29%). Across 24 answers they named 31 different businesses, 22 of them only once. Each of four buyer questions was asked three times, in French, in September 2026.

The ranking

Share is the fraction of the 24 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.

Plumbers in Marseille named by AI assistants, September 2026
#BusinessShareChatGPTClaudeQuestionsAvg. position
1SOS Plombier Marseille54%95%: 35 to 72%58%50%4 of 42.5
2Les Bons Plombiers Marseille46%95%: 28 to 65%42%50%4 of 41.2
3Proxiserve Marseille29%95%: 15 to 49%25%33%2 of 42.4
4Les Bons Artisans Marseille25%95%: 12 to 45%25%25%4 of 41.3
5Les Bons Tuyaux Marseille17%95%: 7 to 36%17%17%2 of 42
6Plomberie Marseille 1313%95%: 4 to 31%17%8%1 of 41.3
7Les Bons Artisans8%95%: 2 to 26%8%8%1 of 41
8Plombier Marseille 24/78%95%: 2 to 26%8%8%1 of 42
9A2P Plomberie Marseille8%95%: 2 to 26%8%8%1 of 42.5

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. 22 more names came up in a single answer and are counted above but not listed.

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.

#ChatGPTClaude
1SOS Plombier Marseille58%SOS Plombier Marseille50%
2Les Bons Plombiers Marseille42%Les Bons Plombiers Marseille50%
3Proxiserve Marseille25%Proxiserve Marseille33%
4Les Bons Artisans Marseille25%Les Bons Artisans Marseille25%
5Les Bons Tuyaux Marseille17%Les Bons Tuyaux Marseille17%

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: Plumbers in Marseille, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/plumbers/marseille"><img src="https://aigrow.gg/badges/index/2026-09/plumbers/marseille.svg" width="312" height="100" alt="Named by AI assistants: Plumbers in Marseille, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant through its API, 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 plombier à Marseille ?Who is the best plumber in Marseille?
  2. 2J’ai une fuite chez moi à Marseille. Quelle entreprise de plomberie dois-je appeler ?I have a leaking pipe at home in Marseille. Which plumbing company should I call?
  3. 3J’ai besoin d’un plombier en urgence ce soir à Marseille. Tu me recommanderais qui ?I need an emergency plumber in Marseille tonight. Who would you recommend?
  4. 4Quel plombier à Marseille choisirais-tu pour remplacer un chauffe-eau ?Which plumber in Marseille would you trust to replace a water heater?

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
24 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.

Elsewhere in the Index

Also in Marseille

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 · data under CC BY 4.0