Web design agencies in Nantes that AI assistants recommend

Agence Dn'D is named most, in 25% of 36 answers.

Web design agencies in Nantes named by AI assistants, November 2026

  1. 1Agence Dn'D25%

    95%: 14 to 41%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    75%
    Questions
    3 of 4
    Avg. position
    1.4

    Named in answers to

    • What is the best web design agency in Nantes?, from Gemini
    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Gemini
    • Which web agency in Nantes builds good online stores?, from Gemini
    Is this your business?
  2. 2Agence 40422%

    95%: 12 to 38%

    ChatGPT
    50%
    Claude
    0%
    Gemini
    17%
    Questions
    4 of 4
    Avg. position
    2.6

    Named in answers to

    • What is the best web design agency in Nantes?, from ChatGPT and Gemini
    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from ChatGPT
    • Which web agency in Nantes builds good online stores?, from ChatGPT
    • Which web design company in Nantes is affordable for a startup?, from ChatGPT and Gemini
    Is this your business?
  3. 3Koredge14%

    95%: 6 to 29%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    42%
    Questions
    3 of 4
    Avg. position
    2.2

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Gemini
    • Which web agency in Nantes builds good online stores?, from Gemini
    • Which web design company in Nantes is affordable for a startup?, from Gemini
    Is this your business?
  4. 4Wexperience11%

    95%: 4 to 25%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    33%
    Questions
    2 of 4
    Avg. position
    2

    Named in answers to

    • Which web agency in Nantes builds good online stores?, from Gemini
    • Which web design company in Nantes is affordable for a startup?, from Gemini
    Is this your business?
  5. 5LunaWeb11%

    95%: 4 to 25%

    ChatGPT
    17%
    Claude
    17%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    2.8

    Named in answers to

    • What is the best web design agency in Nantes?, from ChatGPT
    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from ChatGPT and Claude
    • Which web design company in Nantes is affordable for a startup?, from Claude

    Also written Lunaweb

    Is this your business?
  6. 6Les Others11%

    95%: 4 to 25%

    ChatGPT
    0%
    Claude
    33%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3.5

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Claude
    • Which web agency in Nantes builds good online stores?, from Claude

    Also written Les Others Studio

    Is this your business?
  7. 7Agence Web Nantes8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    8%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    1.3

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Claude
    • Which web design company in Nantes is affordable for a startup?, from Gemini

    Also written Agence WEB Nantes

    Is this your business?
  8. 8Kalélia8%

    95%: 3 to 22%

    ChatGPT
    25%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2

    Named in answers to

    • What is the best web design agency in Nantes?, from ChatGPT
    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from ChatGPT

    Also written Kalelia

    Is this your business?
  9. 9Webqam8%

    95%: 3 to 22%

    ChatGPT
    8%
    Claude
    0%
    Gemini
    17%
    Questions
    3 of 4
    Avg. position
    2

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from ChatGPT
    • Which web agency in Nantes builds good online stores?, from Gemini
    • Which web design company in Nantes is affordable for a startup?, from Gemini
    Is this your business?
  10. 10Agence 1min30 Nantes8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    25%
    Questions
    2 of 4
    Avg. position
    2.3

    Named in answers to

    • What is the best web design agency in Nantes?, from Gemini
    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Gemini
    Is this your business?
  11. 11Prisme8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Claude
    • Which web agency in Nantes builds good online stores?, from Claude

    Also written Prisme Studio

    Is this your business?
  12. 12Wizishop6%

    95%: 2 to 18%

    ChatGPT
    17%
    Claude
    0%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    1

    Named in answers to

    • Which web agency in Nantes builds good online stores?, from ChatGPT
    Is this your business?
  13. 13Fairness6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    2

    Named in answers to

    • What is the best web design agency in Nantes?, from Claude
    Is this your business?
  14. 14TheTribe6%

    95%: 2 to 18%

    ChatGPT
    17%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2

    Named in answers to

    • What is the best web design agency in Nantes?, from ChatGPT
    • Which web agency in Nantes builds good online stores?, from ChatGPT

    Also written The Tribe

    Is this your business?
  15. 15Walt6%

    95%: 2 to 18%

    ChatGPT
    17%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from ChatGPT
    • Which web design company in Nantes is affordable for a startup?, from ChatGPT
    Is this your business?
  16. 16Murmure6%

    95%: 2 to 18%

    ChatGPT
    17%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.5

    Named in answers to

    • What is the best web design agency in Nantes?, from ChatGPT
    • Which web design company in Nantes is affordable for a startup?, from ChatGPT
    Is this your business?
  17. 17Prisme76%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.5

    Named in answers to

    • What is the best web design agency in Nantes?, from Claude
    • Which web agency in Nantes builds good online stores?, from Claude
    Is this your business?
  18. 18Addict Studio6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    3

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Claude
    Is this your business?
  19. 19Novagile6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    4.5

    Named in answers to

    • What is the best web design agency in Nantes?, from Claude
    Is this your business?
  20. 20Atelier Numérique6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    5

    Named in answers to

    • I need a new website for my small business in Nantes. Which web designer would you recommend?, from Claude
    Is this your business?

Open a row to see each assistant's share of its 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. 64 more names came up in a single answer and are counted above but not listed.

Web design agencies in Nantes: is this your field?

84different names in 36 answers, 64 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you
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How the AIGROW Score is measured

No business can pay to appear in the Index, rise in it or be removed from it. How the Index stays neutral

AI Visibility Index · November 2026

Asked about web design agencies in Nantes, ChatGPT, Claude and Gemini named Agence Dn'D most often, in 25% of answers (its AI Recommendation Rate), then Agence 404 (22%) and Koredge (14%). Across 36 answers they named 84 different businesses, 64 of them only once. Each of four buyer questions was asked three times, in French, in November 2026.

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.

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

Web design agencies · Nantes

25% of answers named Agence Dn'D

Answers
36
Businesses named
84
Named only once
64
Named by 2+ assistants
4 of 20
Named again on a rerun
20%

Edition November 2026. Download the data

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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
1Agence 40450%Les Others33%Agence Dn'D75%
2Kalélia25%Prisme25%Koredge42%
3LunaWeb17%LunaWeb17%Wexperience33%
4Wizishop17%Fairness17%Agence 1min30 Nantes25%
5TheTribe17%Prisme717%Agence 40417%

Claude named no business in 1 of its 12 answers.

Questions about web design agencies in Nantes

ChatGPT, Claude and Gemini named Agence Dn'D most often, in 25% of 36 answers, then Agence 404 (22%) and Koredge (14%). The names come from what the assistants answered to four buyer questions in November 2026; we have not checked that any of them is good, open or real.

Not always. ChatGPT named Agence 404 most often (50% of its answers), Claude Les Others (33%) and Gemini Agence Dn'D (75%). 4 of the 20 listed businesses were named by two or more of them.

Each question was asked three times. Of the names an assistant gave for a question, 20% came back in two or more of those runs; the rest came up once. The 95% range beside each rate in the ranking shows how far it could move by chance.

Run the free checker: it asks ChatGPT, Claude, Gemini and Grok two of the Index questions for web design agencies, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up. The page on how AI assistants recommend web design agencies shows what an owner can work on. Nothing can guarantee that an assistant names you.

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: Web design agencies in Nantes, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/web-design-agencies/nantes"><img src="https://aigrow.gg/badges/index/2026-11/web-design-agencies/nantes.svg" width="312" height="100" alt="Named by AI assistants: Web design agencies in Nantes, AIGROW AI Visibility Index, November 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. 1Quelle est la meilleure agence web à Nantes ?What is the best web design agency in Nantes?
  2. 2J’ai besoin d’un nouveau site pour ma petite entreprise à Nantes. Quel webdesigner me recommandes-tu ?I need a new website for my small business in Nantes. Which web designer would you recommend?
  3. 3Quelle agence web à Nantes conçoit de bonnes boutiques en ligne ?Which web agency in Nantes builds good online stores?
  4. 4Quelle agence de création de sites web à Nantes propose des tarifs abordables pour une start-up ?Which web design company in Nantes is affordable for a startup?

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.

lafabriquedunet.fr
Read in 88% of the answers
reddit.com
Read in 88% of the answers
wikipedia.org
Read in 88% of the answers

AI Visibility Index

Not on this list? See what ChatGPT says about your business

Web design agencies, Nantes: see whether the assistants name you, or someone else.

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Edition November 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0