Car repair shops in Strasbourg that AI assistants recommend
Norauto is named most, in 42% of 36 answers.
The ranking
AI Recommendation RateCar repair shops in Strasbourg named by AI assistants, November 2026
1Norauto42%
95%: 27 to 58%
- ChatGPT
- 83%
- Claude
- 25%
- Gemini
- 17%
- Questions
- 4 of 4
- Avg. position
- 2.1
Named in answers to
What is the best auto repair shop in Strasbourg?
, from ChatGPTMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from ChatGPTWhich auto repair shop in Strasbourg is honest and fairly priced?
, from ChatGPTI need new brakes on my car in Strasbourg. Where should I take it?
, from ChatGPT, Claude and Gemini
Also written Norauto Strasbourg Hautepierre, Norauto Strasbourg, Norauto Strasbourg Geispolsheim, Norauto Strasbourg La Vigie
Is this your business?2Speedy36%
95%: 23 to 52%
- ChatGPT
- 42%
- Claude
- 25%
- Gemini
- 42%
- Questions
- 4 of 4
- Avg. position
- 2.8
Named in answers to
What is the best auto repair shop in Strasbourg?
, from ChatGPTMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from GeminiWhich auto repair shop in Strasbourg is honest and fairly priced?
, from ChatGPTI need new brakes on my car in Strasbourg. Where should I take it?
, from ChatGPT, Claude and Gemini
Also written Speedy Strasbourg, Speedy Strasbourg Meinau, Speedy Strasbourg Centre
Is this your business?3Midas33%
95%: 20 to 50%
- ChatGPT
- 67%
- Claude
- 25%
- Gemini
- 8%
- Questions
- 4 of 4
- Avg. position
- 2.8
Named in answers to
What is the best auto repair shop in Strasbourg?
, from ChatGPTMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from ChatGPT and GeminiWhich auto repair shop in Strasbourg is honest and fairly priced?
, from ChatGPTI need new brakes on my car in Strasbourg. Where should I take it?
, from ChatGPT and Claude
Also written Midas Strasbourg, Midas Strasbourg Neudorf, Midas Strasbourg Centre
Is this your business?4Garage de l'Ill25%
95%: 14 to 41%
- ChatGPT
- 0%
- Claude
- 0%
- Gemini
- 75%
- Questions
- 4 of 4
- Avg. position
- 1
Is this your business?Named in answers to
What is the best auto repair shop in Strasbourg?
, from GeminiMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from GeminiWhich auto repair shop in Strasbourg is honest and fairly priced?
, from GeminiI need new brakes on my car in Strasbourg. Where should I take it?
, from Gemini
5Garage du Neuhof25%
95%: 14 to 41%
- ChatGPT
- 0%
- Claude
- 0%
- Gemini
- 75%
- Questions
- 4 of 4
- Avg. position
- 2.3
Named in answers to
What is the best auto repair shop in Strasbourg?
, from GeminiMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from GeminiWhich auto repair shop in Strasbourg is honest and fairly priced?
, from GeminiI need new brakes on my car in Strasbourg. Where should I take it?
, from Gemini
Also written Auto Primo - Garage du Neuhof
Is this your business?6Feu Vert22%
95%: 12 to 38%
- ChatGPT
- 42%
- Claude
- 25%
- Gemini
- 0%
- Questions
- 3 of 4
- Avg. position
- 2
Named in answers to
What is the best auto repair shop in Strasbourg?
, from ChatGPTMy check engine light is on. Which mechanic in Strasbourg would you recommend?
, from ChatGPTI need new brakes on my car in Strasbourg. Where should I take it?
, from ChatGPT and Claude
Also written Feu Vert Strasbourg, Feu Vert Strasbourg La Vigie, Feu Vert Strasbourg Hautepierre
Is this your business?7Garage de la Meinau14%
95%: 6 to 29%
- ChatGPT
- 0%
- Claude
- 0%
- Gemini
- 42%
- Questions
- 3 of 4
- Avg. position
- 2.2
Is this your business?Named in answers to
What is the best auto repair shop in Strasbourg?
, from GeminiWhich auto repair shop in Strasbourg is honest and fairly priced?
, from GeminiI need new brakes on my car in Strasbourg. Where should I take it?
, from Gemini
8Garage Auto-Strasbourg8%
95%: 3 to 22%
- ChatGPT
- 0%
- Claude
- 0%
- Gemini
- 25%
- Questions
- 1 of 4
- Avg. position
- 2
Is this your business?Named in answers to
Which auto repair shop in Strasbourg is honest and fairly priced?
, from Gemini
9Point S Strasbourg8%
95%: 3 to 22%
- ChatGPT
- 0%
- Claude
- 25%
- Gemini
- 0%
- Questions
- 1 of 4
- Avg. position
- 4.7
Is this your business?Named in answers to
I need new brakes on my car in Strasbourg. Where should I take it?
, from Claude
10Bosch Car Service6%
95%: 2 to 18%
- ChatGPT
- 17%
- Claude
- 0%
- Gemini
- 0%
- Questions
- 1 of 4
- Avg. position
- 1
Named in answers to
My check engine light is on. Which mechanic in Strasbourg would you recommend?
, from ChatGPT
Also written Bosch Car Service Strasbourg
Is this your business?11Garage de la Gare Strasbourg6%
95%: 2 to 18%
- ChatGPT
- 17%
- Claude
- 0%
- Gemini
- 0%
- Questions
- 2 of 4
- Avg. position
- 1
Is this your business?Named in answers to
What is the best auto repair shop in Strasbourg?
, from ChatGPTWhich auto repair shop in Strasbourg is honest and fairly priced?
, from ChatGPT
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. 7 more names came up in a single answer and are counted above but not listed.
Car repair shops in Strasbourg: is this your field?
18different names in 36 answers, 7 of them only once. The assistants change their minds from one answer to the next.
Check whether AI names youIs this your business?
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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 car repair shops in Strasbourg, ChatGPT, Claude and Gemini named Norauto most often, in 42% of answers (its AI Recommendation Rate), then Speedy (36%) and Midas (33%). Across 36 answers they named 18 different businesses, 7 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.
Car repair shops · Strasbourg
42% of answers named Norauto
- Answers
- 36
- Businesses named
- 18
- Named only once
- 7
- Named by 2+ assistants
- 4 of 11
- Named again on a rerun
- 67%
Edition November 2026. Download the data
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 | Norauto83% | Norauto25% | Garage de l'Ill75% |
| 2 | Midas67% | Speedy25% | Garage du Neuhof75% |
| 3 | Speedy42% | Midas25% | Speedy42% |
| 4 | Feu Vert42% | Feu Vert25% | Garage de la Meinau42% |
| 5 | Bosch Car Service17% | Point S Strasbourg25% | Garage Auto-Strasbourg25% |
Claude named no business in 9 of its 12 answers.
Questions about car repair shops in Strasbourg
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/strasbourg"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/strasbourg.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Strasbourg, 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.
- 1Quel est le meilleur garage automobile à Strasbourg ?What is the best auto repair shop in Strasbourg?
- 2Mon voyant moteur est allumé. Quel mécanicien me conseilles-tu à Strasbourg ?My check engine light is on. Which mechanic in Strasbourg would you recommend?
- 3Quel garage automobile est honnête et propose des tarifs corrects à Strasbourg ?Which auto repair shop in Strasbourg is honest and fairly priced?
- 4J’ai besoin de faire changer les freins de ma voiture à Strasbourg. Tu me conseilles quel garage ?I need new brakes on my car in Strasbourg. 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 France. From the AI Source Map: 8 answers.
- reddit.com
- Read in 88% of the answers
- vroomly.com
- Read in 88% of the answers
- annuaire-garagiste.fr
- Read in 75% of the answers
AI Visibility Index
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Car repair shops, Strasbourg: 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