Car repair shops in Lausanne that AI assistants recommend
We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops 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.
- Answers
- 36
- Businesses named
- 17
- Named only once
- 3
- Named by 2+ assistants
- 5 of 14
- Named again on a rerun
- 58%
Edition September 2026. Download the data
Asked for car repair shops in Lausanne, ChatGPT, Claude and Gemini most often named Garage de la Sallaz (33% of answers), Garage du Lac (28%) and Garage de la Pontaise (25%). Across 36 answers they named 17 different businesses, 3 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.
| # | Business | AI Recommendation Rate | ChatGPT | Claude | Gemini | Questions | Avg. position |
|---|---|---|---|---|---|---|---|
| 1 | Garage de la SallazIs this your business? | 95%: 20 to 50% | 0% | 0% | 100% | 4 of 4 | 1.3 |
| 2 | Garage du LacIs this your business? | 95%: 16 to 44% | 0% | 0% | 83% | 4 of 4 | 2.1 |
| 3 | Garage de la PontaiseIs this your business? | 95%: 14 to 41% | 0% | 0% | 75% | 4 of 4 | 3.7 |
| 4 | AMAG LausanneIs this your business? | 95%: 12 to 38% | 58% | 0% | 8% | 3 of 4 | 1.8 |
| 5 | Garage de la GareAlso written Garage de la Gare SAIs this your business? | 95%: 10 to 35% | 8% | 0% | 50% | 4 of 4 | 3 |
| 6 | Euromaster LausanneIs this your business? | 95%: 8 to 32% | 25% | 0% | 25% | 1 of 4 | 2.7 |
| 7 | Auto-ServiceAlso written Auto-Service Lausanne, Garage Auto-Service LausanneIs this your business? | 95%: 6 to 29% | 0% | 0% | 42% | 3 of 4 | 4 |
| 8 | Garage du SimplonAlso written Garage du Simplon SAIs this your business? | 95%: 4 to 25% | 33% | 0% | 0% | 3 of 4 | 1.8 |
| 9 | Emil Frey LausanneIs this your business? | 95%: 4 to 25% | 33% | 0% | 0% | 3 of 4 | 2 |
| 10 | Garage de l'ElyséeIs this your business? | 95%: 4 to 25% | 8% | 0% | 25% | 2 of 4 | 2.8 |
| 11 | Garage de l'ÉtoileAlso written Garage de l'Étoile Lausanne, Garage de l'Étoile SAIs this your business? | 95%: 3 to 22% | 25% | 0% | 0% | 2 of 4 | 2 |
| 12 | Garage du FlonIs this your business? | 95%: 2 to 18% | 8% | 0% | 8% | 2 of 4 | 1.5 |
| 13 | Midas LausanneIs this your business? | 95%: 2 to 18% | 17% | 0% | 0% | 2 of 4 | 2.5 |
| 14 | Auto-Center LausanneIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 4 |
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. 3 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.
| # | ChatGPT | Claude | Gemini |
|---|---|---|---|
| 1 | AMAG Lausanne58% | Named no business | Garage de la Sallaz100% |
| 2 | Garage du Simplon33% | Garage du Lac83% | |
| 3 | Emil Frey Lausanne33% | Garage de la Pontaise75% | |
| 4 | Euromaster Lausanne25% | Garage de la Gare50% | |
| 5 | Garage de l'Étoile25% | Auto-Service42% |
Claude named no business in any 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.
<a href="https://aigrow.gg/index/car-repair/lausanne"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/lausanne.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops 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.
- 1Quel est le meilleur garage à Lausanne ?What is the best auto repair shop in Lausanne?
- 2Mon voyant moteur est allumé. Quel garagiste me conseilles-tu à Lausanne ?My check engine light is on. Which car repair shop in Lausanne would you recommend?
- 3Quel garage est honnête et propose des tarifs corrects à Lausanne ?Which auto repair shop in Lausanne is honest and fairly priced?
- 4J’ai besoin de faire changer les freins de ma voiture à Lausanne. Tu me conseilles quel garage ?I need new brakes on my car in Lausanne. Where should I take it?
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.
- local.ch
- Read in 86% of the answers
- reddit.com
- Read in 86% of the answers
- localsearch.ch
- Read in 71% 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