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AI Visibility Index · September 2026

Driving schools in Lausanne that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for driving schools in Lausanne, 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.

Driving schools · Lausanne
39%of answers named Auto-école Léman
Answers
36
Businesses named
30
Named only once
23
Named by 2+ assistants
2 of 7
Named again on a rerun
35%

Edition September 2026. Download the data

Asked for driving schools in Lausanne, ChatGPT, Claude and Gemini most often named Auto-école Léman (39% of answers), Auto-école de la Gare (39%) and Auto-école du Flon (33%). Across 36 answers they named 30 different businesses, 23 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.

Driving schools in Lausanne named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Auto-école LémanAlso written Auto-École LémanIs this your business?39%95%: 25 to 55%8%8%100%4 of 41.4
2Auto-école de la GareAlso written Auto-École de la GareIs this your business?39%95%: 25 to 55%25%0%92%4 of 42.6
3Auto-école du FlonAlso written Auto-École du FlonIs this your business?33%95%: 20 to 50%0%0%100%4 of 42.3
4Auto-école Easy-DriveAlso written Auto-école EasyDrive Lausanne, Easy Drive Lausanne, Auto-école Easy Drive Lausanne, Auto-École Easy Drive Lausanne, Auto-école EasyDriveIs this your business?25%95%: 14 to 41%0%0%75%4 of 43.9
5Auto-école 2000Is this your business?11%95%: 4 to 25%0%0%33%3 of 44
6TCS Auto-ÉcoleAlso written Auto-École TCS LausanneIs this your business?6%95%: 2 to 18%0%17%0%2 of 43
7Auto-École PerrinAlso written Auto-École Perrin LausanneIs this your business?6%95%: 2 to 18%0%17%0%1 of 44

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. 23 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
1Auto-école de la Gare25%TCS Auto-École17%Auto-école Léman100%
2Auto-école Léman8%Auto-École Perrin17%Auto-école du Flon100%
3No other name twiceAuto-école Léman8%Auto-école de la Gare92%
4No other name twiceAuto-école Easy-Drive75%
5Auto-école 200033%

ChatGPT named no business in 5 of its 12 answers. Claude named no business in 8 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: Driving schools in Lausanne, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/driving-schools/lausanne"><img src="https://aigrow.gg/badges/index/2026-09/driving-schools/lausanne.svg" width="312" height="100" alt="Named by AI assistants: Driving schools in Lausanne, 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. 1Quelle est la meilleure auto-école à Lausanne ?What is the best driving school in Lausanne?
  2. 2Mon fils veut passer son permis à Lausanne : quelle auto-école me conseilles-tu ?My son wants to get his driver's license in Lausanne. Which driving school would you recommend?
  3. 3Quelle auto-école à Lausanne propose des cours intensifs ?Which driving school in Lausanne offers intensive courses?
  4. 4Quelle auto-école à Lausanne est adaptée aux débutants anxieux ?Which driving school in Lausanne is good for nervous beginners?

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 Switzerland. From the AI Source Map: 7 answers.

reddit.com
Read in 86% of the answers
fahrschulentop.ch
Read in 71% of the answers
localsearch.ch
Read in 71% of the answers

Elsewhere in the Index

Driving schools elsewhere

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