Discover which plumbers in Lyon are most recommended by AI platforms. Based on real answers — no sponsored placements.
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Allo Plombier Lyon
Mentioned by 1 out of 4 platforms
4
Platforms analyzed
10
Businesses listed
This page answers: "Which plumbers are most recommended in Lyon, France?" We analyzed how often plumbers in Lyon are mentioned across ChatGPT, Claude, Perplexity, and Gemini. Each platform was queried independently using the same prompt. Rankings reflect real visibility across AI platforms, not paid placements or directories.
4
Platforms analyzed
10
Businesses listed
"Which plumbers are most recommended in Lyon, France?"
Query used
Entries for this query came from 3 of 4 AI platforms: ChatGPT, Perplexity, and Gemini.
10 businesses share the highest mention count (1 of 4 platforms) for this query.
Multiple locations in Lyon
Lyon
23 Avenue du 8 Mai 1945, 69120 Vaulx-en-Velin
8 Rue Servient, 69003 Lyon
69006 Lyon
Lyon 3ème arrondissement
69003 Lyon
77 Rue Marietton, 69009 Lyon
Lyon 7ème arrondissement
Lyon
Why do some businesses have the same mention count?
Because multiple businesses can appear on the same number of platforms. When that happens, we use tie-breakers such as the position in each platform's list and how often the business appears in top-3 positions.
Why does Claude sometimes show fewer specific businesses?
Claude often provides general advice or suggests directories instead of naming specific businesses. When Claude doesn't name businesses it still counts as a platform analyzed but contributes zero business entries.
Are any of these placements sponsored or paid?
No. There are no sponsored placements anywhere on this page. Rankings are determined entirely by the output of the AI platforms we query.
Why is my business not listed for plumbers in Lyon?
Only businesses that the AI platforms named in their responses appear here. If a business was not mentioned by ChatGPT, Claude, Perplexity, or Gemini for this specific query, it will not show up — even if it is well-known locally.
Are the AI platforms queried independently?
Yes. Each platform is queried on its own with the same prompt. We do not pass results from one platform into another, and we do not combine outputs before analysis.
What does it mean when a business is mentioned by multiple AI platforms?
It means the same business was independently named by more than one AI platform when asked the same question. Cross-platform agreement is the strongest signal we use when assembling the ranking.
AI platforms weigh the following signals when deciding which businesses to surface for this category:
Explore the concepts and signals that influence how AI systems rank, compare, and recommend organizations in this industry.
Findable analyzes these signals across multiple AI systems to understand how organizations are cited, recommended, and compared.
Learn more about how AI search, recommendations, and citations work.
About this ranking
Collected from AI answers. No sponsored placements — rankings are determined entirely by AI platform output. This is not a directory; it is a transparency tool showing which businesses AI recommends.
How rankings work
Entries were drawn from 3 AI platforms: ChatGPT, Perplexity, and Gemini. Each platform was queried once with the same prompt. Rankings reflect total cross-platform mentions.
This ranking is a static snapshot based on mention counts, not the AI Visibility Score (a separate Findable metric for an individual brand's AI presence). There is no automatic or scheduled refresh — rankings reflect the date shown above.
These rankings are informed by:
Check how AI platforms like ChatGPT, Claude, Perplexity and Gemini describe your business.
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