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Driving schools in Montpellier that AI assistants recommend

ECF is named most, in 89% of 36 answers.

The ranking

AI Recommendation Rate

Driving schools in Montpellier named by AI assistants, November 2026

  1. 1ECF89%

    95%: 75 to 96%

    ChatGPT
    100%
    Claude
    67%
    Gemini
    100%
    Questions
    4 of 4
    Avg. position
    1.9

    Named in answers to

    • What is the best driving school in Montpellier?, from ChatGPT, Claude and Gemini
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from ChatGPT, Claude and Gemini
    • Which driving school in Montpellier offers intensive courses?, from ChatGPT, Claude and Gemini
    • Which driving school in Montpellier is good for nervous beginners?, from ChatGPT, Claude and Gemini

    Also written ECF Montpellier, Auto-École ECF Montpellier

    Is this your business?
  2. 2CER56%

    95%: 40 to 71%

    ChatGPT
    100%
    Claude
    0%
    Gemini
    67%
    Questions
    4 of 4
    Avg. position
    2.3

    Named in answers to

    • What is the best driving school in Montpellier?, from ChatGPT and Gemini
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from ChatGPT
    • Which driving school in Montpellier offers intensive courses?, from ChatGPT and Gemini
    • Which driving school in Montpellier is good for nervous beginners?, from ChatGPT and Gemini

    Also written CER Montpellier, Auto-École CER Montpellier

    Is this your business?
  3. 3Auto-École Centrale Montpellier31%

    95%: 18 to 47%

    ChatGPT
    0%
    Claude
    92%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    1.1

    Named in answers to

    • What is the best driving school in Montpellier?, from Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Claude
    • Which driving school in Montpellier offers intensive courses?, from Claude
    • Which driving school in Montpellier is good for nervous beginners?, from Claude

    Also written Auto-école Centrale Montpellier

    Is this your business?
  4. 4Auto-École Permis Malin Montpellier28%

    95%: 16 to 44%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    83%
    Questions
    4 of 4
    Avg. position
    1

    Named in answers to

    • What is the best driving school in Montpellier?, from Gemini
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Gemini
    • Which driving school in Montpellier offers intensive courses?, from Gemini
    • Which driving school in Montpellier is good for nervous beginners?, from Gemini
    Is this your business?
  5. 5En Voiture Simone25%

    95%: 14 to 41%

    ChatGPT
    8%
    Claude
    67%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    3.8

    Named in answers to

    • What is the best driving school in Montpellier?, from Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Claude
    • Which driving school in Montpellier offers intensive courses?, from Claude
    • Which driving school in Montpellier is good for nervous beginners?, from ChatGPT and Claude

    Also written En Voiture Simone Montpellier, Auto-École En Voiture Simone Montpellier

    Is this your business?
  6. 6Ornikar22%

    95%: 12 to 38%

    ChatGPT
    50%
    Claude
    17%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    3.1

    Named in answers to

    • What is the best driving school in Montpellier?, from ChatGPT and Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from ChatGPT and Claude
    • Which driving school in Montpellier is good for nervous beginners?, from ChatGPT

    Also written Ornikar Montpellier

    Is this your business?
  7. 7Auto-École de la Comédie19%

    95%: 10 to 35%

    ChatGPT
    8%
    Claude
    50%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    2.9

    Named in answers to

    • What is the best driving school in Montpellier?, from Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Claude
    • Which driving school in Montpellier offers intensive courses?, from Claude
    • Which driving school in Montpellier is good for nervous beginners?, from ChatGPT and Claude

    Also written Auto-École Comédie, Auto-école de la Comédie

    Is this your business?
  8. 8Auto-École du Peyrou19%

    95%: 10 to 35%

    ChatGPT
    0%
    Claude
    58%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    3.7

    Named in answers to

    • What is the best driving school in Montpellier?, from Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Claude
    • Which driving school in Montpellier offers intensive courses?, from Claude
    • Which driving school in Montpellier is good for nervous beginners?, from Claude

    Also written Auto-école du Peyrou

    Is this your business?
  9. 9Stych11%

    95%: 4 to 25%

    ChatGPT
    25%
    Claude
    8%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    3.5

    Named in answers to

    • What is the best driving school in Montpellier?, from ChatGPT
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from ChatGPT
    • Which driving school in Montpellier offers intensive courses?, from Claude

    Also written Stych Montpellier, Stych Auto-École

    Is this your business?
  10. 10Auto-École Permis Zen Montpellier6%

    95%: 2 to 18%

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

    Named in answers to

    • Which driving school in Montpellier is good for nervous beginners?, from Gemini
    Is this your business?
  11. 11Auto-École du Polygone6%

    95%: 2 to 18%

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

    Named in answers to

    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Gemini
    Is this your business?
  12. 12Auto-École Saint-Roch6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3.5

    Named in answers to

    • What is the best driving school in Montpellier?, from Claude
    • My son wants to get his driver's license in Montpellier. Which driving school would you recommend?, from Claude

    Also written Auto-École Saint Roch

    Is this your business?
  13. 13In Extremis6%

    95%: 2 to 18%

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

    Named in answers to

    • Which driving school in Montpellier offers intensive courses?, from Claude

    Also written Auto-École In Extremis, Auto-école In Extremis Montpellier

    Is this your business?
  14. 14Auto-école Victoire Montpellier6%

    95%: 2 to 18%

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

    Named in answers to

    • Which driving school in Montpellier is good for nervous beginners?, from Claude

    Also written Auto-École Victoire Montpellier

    Is this your business?
  15. 15Auto-École Antigone6%

    95%: 2 to 18%

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

    Named in answers to

    • My son wants to get his driver's license in Montpellier. Which driving school 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. 8 more names came up in a single answer and are counted above but not listed.

Driving schools in Montpellier: is this your field?

23different names in 36 answers, 8 of them only once. The assistants change their minds from one answer to the next.

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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 driving schools in Montpellier, ChatGPT, Claude and Gemini named ECF most often, in 89% of answers (its AI Recommendation Rate), then CER (56%) and Auto-École Centrale Montpellier (31%). Across 36 answers they named 23 different businesses, 8 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.

Driving schools · Montpellier

89% of answers named ECF

Answers
36
Businesses named
23
Named only once
8
Named by 2+ assistants
6 of 15
Named again on a rerun
71%

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
1ECF100%Auto-École Centrale Montpellier92%ECF100%
2CER100%ECF67%Auto-École Permis Malin Montpellier83%
3Ornikar50%En Voiture Simone67%CER67%
4Stych25%Auto-École du Peyrou58%Auto-École Permis Zen Montpellier17%
5En Voiture Simone8%Auto-École de la Comédie50%Auto-École du Polygone17%

Questions about driving schools in Montpellier

How AI assistants recommend driving schools

ChatGPT, Claude and Gemini named ECF most often, in 89% of 36 answers, then CER (56%) and Auto-École Centrale Montpellier (31%). 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 ECF most often (100% of its answers), Claude Auto-École Centrale Montpellier (92%) and Gemini ECF (100%). 6 of the 15 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, 71% 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 driving schools, 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 driving schools 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.

Correct or remove a listing
Named by AI assistants: Driving schools in Montpellier, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/driving-schools/montpellier"><img src="https://aigrow.gg/badges/index/2026-11/driving-schools/montpellier.svg" width="312" height="100" alt="Named by AI assistants: Driving schools in Montpellier, 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 auto-école à Montpellier ?What is the best driving school in Montpellier?
  2. 2Mon fils veut passer son permis à Montpellier : quelle auto-école me conseilles-tu ?My son wants to get his driver's license in Montpellier. Which driving school would you recommend?
  3. 3Quelle auto-école à Montpellier propose des stages intensifs ?Which driving school in Montpellier offers intensive courses?
  4. 4Quelle auto-école à Montpellier est adaptée aux débutants anxieux ?Which driving school in Montpellier is good for nervous beginners?

How to read this page

The full method
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.

See every site for this category
guide-autoecoles.fr
Read in 88% of the answers
reddit.com
Read in 88% of the answers
placedupermis.fr
Read in 75% of the answers

AI Visibility Index

Elsewhere in the Index

Driving schools elsewhere
BordeauxLilleLyonMarseilleNantesNice
Also in Montpellier
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

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

Driving schools, Montpellier: see whether the assistants name you, or someone else.

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Read the method

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