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AI Visibility Index · September 2026

Plumbers in Lille that AI assistants recommend

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

Plumbers · Lille
53%of answers named Les Bons Artisans
Answers
36
Businesses named
40
Named only once
20
Named by 2+ assistants
12 of 20
Named again on a rerun
34%

Edition September 2026. Download the data

Asked for plumbers in Lille, ChatGPT, Claude and Gemini most often named Les Bons Artisans (53% of answers), SOS Plombier (33%) and MesDépanneurs.fr (25%). Across 36 answers they named 40 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.

Plumbers in Lille named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Les Bons ArtisansAlso written Les Bons Artisans Lille, Plombier Lille - Les Bons ArtisansIs this your business?53%95%: 37 to 68%67%25%67%4 of 41.1
2SOS PlombierAlso written SOS Plombier Lille, Dépannage Plomberie Lille - SOS Plombier, Sos Plombier LilleIs this your business?33%95%: 20 to 50%58%33%8%4 of 42.4
3MesDépanneurs.frAlso written MesDépanneurs Lille, MesDépanneurs.fr LilleIs this your business?25%95%: 14 to 41%8%0%67%4 of 43.6
4Artisan Plombier LilleIs this your business?22%95%: 12 to 38%0%0%67%3 of 42.1
5Les Bons Plombiers LilleAlso written Les Bons Plombiers – LilleIs this your business?17%95%: 8 to 32%25%25%0%3 of 41
6Les Bons TuyauxAlso written Plomberie Lille – Les Bons Tuyaux, Les Bons Tuyaux – Plombier Lille, Les Bons Tuyaux LilleIs this your business?17%95%: 8 to 32%8%42%0%3 of 41
7Dépannage PlomberieAlso written Lille Dépannage Plomberie, Dépannage Plomberie LilleIs this your business?14%95%: 6 to 29%0%17%25%3 of 42.6
8Plomberie LilloiseIs this your business?11%95%: 4 to 25%0%17%17%2 of 42
9Engie Home Services LilleIs this your business?11%95%: 4 to 25%17%17%0%2 of 42.3
10Plombier Lille ExpressIs this your business?11%95%: 4 to 25%8%17%8%1 of 42.8
11Proxiserve LilleIs this your business?11%95%: 4 to 25%0%33%0%3 of 42.8
12Plomberie du NordIs this your business?11%95%: 4 to 25%0%0%33%3 of 43.5
13Ets DelattreAlso written Plombier Chauffagiste Lille, Dépannage Plomberie Lille - SAS DelattreIs this your business?8%95%: 3 to 22%0%0%25%2 of 43.3
14Les Compagnons du DépanneurAlso written Plombier Lille - Les Compagnons du DépanneurIs this your business?6%95%: 2 to 18%0%0%17%1 of 41.5
15AD Plomberie LilleIs this your business?6%95%: 2 to 18%0%17%0%2 of 42
16ADPC Plomberie LilleIs this your business?6%95%: 2 to 18%0%17%0%1 of 42
17Plombier Lille – SOS DépannageIs this your business?6%95%: 2 to 18%17%0%0%2 of 42.5
18Ets DufresneAlso written Plomberie DufresneIs this your business?6%95%: 2 to 18%8%8%0%1 of 43
19Plomberie DelcroixAlso written Plomberie DelecroixIs this your business?6%95%: 2 to 18%8%8%0%2 of 43
20Plomberie ServicesAlso written Lille Plomberie Services, Plomberie Lille ServicesIs this your business?6%95%: 2 to 18%0%8%8%1 of 43.5

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. 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
1Les Bons Artisans67%Les Bons Tuyaux42%Les Bons Artisans67%
2SOS Plombier58%SOS Plombier33%MesDépanneurs.fr67%
3Les Bons Plombiers Lille25%Proxiserve Lille33%Artisan Plombier Lille67%
4Engie Home Services Lille17%Les Bons Artisans25%Plomberie du Nord33%
5Plombier Lille – SOS Dépannage17%Les Bons Plombiers Lille25%Dépannage Plomberie25%

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 Lille, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/plumbers/lille"><img src="https://aigrow.gg/badges/index/2026-09/plumbers/lille.svg" width="312" height="100" alt="Named by AI assistants: Plumbers in Lille, 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 plombier à Lille ?Who is the best plumber in Lille?
  2. 2J’ai une fuite chez moi à Lille. Quelle entreprise de plomberie dois-je appeler ?I have a leaking pipe at home in Lille. Which plumbing company should I call?
  3. 3J’ai besoin d’un plombier en urgence ce soir à Lille. Tu me recommanderais qui ?I need an emergency plumber in Lille tonight. Who would you recommend?
  4. 4Quel plombier à Lille choisirais-tu pour remplacer un chauffe-eau ?Which plumber in Lille 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
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.

pagesjaunes.fr
Read in 100% of the answers
reddit.com
Read in 88% of the answers
batup-place.com
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