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AI Visibility Index · September 2026

Interior designers in Lyon that AI assistants recommend

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

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

Interior designers · Lyon
47%of answers named Maison Hand
Answers
36
Businesses named
29
Named only once
18
Named by 2+ assistants
3 of 11
Named again on a rerun
42%

Edition September 2026. Download the data

Asked for interior designers in Lyon, ChatGPT, Claude and Gemini most often named Maison Hand (47% of answers), Agence Véronique Cotrel (33%) and Agence Amevet (33%). Across 36 answers they named 29 different businesses, 18 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.

Interior designers in Lyon named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Maison HandIs this your business?47%95%: 32 to 63%75%0%67%4 of 42.7
2Agence Véronique CotrelIs this your business?33%95%: 20 to 50%0%0%100%4 of 41.2
3Agence AmevetIs this your business?33%95%: 20 to 50%0%0%100%4 of 43.2
4Claude Cartier DécorationIs this your business?25%95%: 14 to 41%75%0%0%4 of 41.6
5Studio Beau FaireIs this your business?14%95%: 6 to 29%0%0%42%3 of 42.2
6Hélène et Olivier LempereurIs this your business?11%95%: 4 to 25%0%0%33%3 of 43
7Marion LanoëAlso written Agence Marion LanoëIs this your business?8%95%: 3 to 22%25%0%0%3 of 42
8Studio Razavi ArchitectureIs this your business?8%95%: 3 to 22%8%0%17%2 of 42
9Studio JanréjiIs this your business?8%95%: 3 to 22%0%0%25%2 of 42.7
10Les Murs ont des OreillesIs this your business?8%95%: 3 to 22%0%0%25%1 of 45
11Atelier DAAAAlso written Atelier DaaaIs this your business?6%95%: 2 to 18%8%0%8%2 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. 18 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
1Maison Hand75%No other name twiceAgence Véronique Cotrel100%
2Claude Cartier Décoration75%Agence Amevet100%
3Marion Lanoë25%Maison Hand67%
4Studio Razavi Architecture8%Studio Beau Faire42%
5Atelier DAAA8%Hélène et Olivier Lempereur33%

Claude named no business in 11 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.

Named by AI assistants: Interior designers in Lyon, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/interior-designers/lyon"><img src="https://aigrow.gg/badges/index/2026-09/interior-designers/lyon.svg" width="312" height="100" alt="Named by AI assistants: Interior designers 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. 1Quel est le meilleur architecte d’intérieur à Lyon ?Who is the best interior designer in Lyon?
  2. 2Je refais mon appartement à Lyon. Quel architecte d’intérieur me recommanderais-tu ?I'm redoing my apartment in Lyon. Which interior designer would you recommend?
  3. 3Quel studio d’architecture intérieure à Lyon est doué pour aménager des maisons modernes ?Which interior design studio in Lyon does modern homes well?
  4. 4Quel architecte d’intérieur à Lyon me recommanderais-tu pour un restaurant ou une boutique ?Which interior designer in Lyon would you recommend for a restaurant or a shop?

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.

wikipedia.org
Read in 88% of the answers
houzz.fr
Read in 75% of the answers
architectes-pour-tous.fr
Read in 75% 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