Car repair shops in Düsseldorf that AI assistants recommend
We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Düsseldorf, three times each, in German, 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
- 35
- Named only once
- 21
- Named by 2+ assistants
- 3 of 14
- Named again on a rerun
- 59%
Edition September 2026. Download the data
Asked for car repair shops in Düsseldorf, ChatGPT, Claude and Gemini most often named ATU (39% of answers), Auto-Service Düsseldorf (28%) and Auto-Service-Center (22%). Across 36 answers they named 35 different businesses, 21 of them only once. Each of four buyer questions was asked three times, in German, 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 | ATUAlso written A.T.U, A.T.U Düsseldorf, A.T.U Auto-Teile-Unger, ATU Düsseldorf, ATU Düsseldorf-Lierenfeld, ATU Düsseldorf-FlingernIs this your business? | 95%: 25 to 55% | 92% | 0% | 25% | 4 of 4 | 2.1 |
| 2 | Auto-Service DüsseldorfAlso written Auto-Service-Düsseldorf, Kfz-Meisterwerkstatt Auto-Service Düsseldorf, Autoservice DüsseldorfIs this your business? | 95%: 16 to 44% | 0% | 0% | 83% | 4 of 4 | 2.1 |
| 3 | Auto-Service-CenterAlso written Auto-Service-Center Düsseldorf, Kfz-Werkstatt Düsseldorf - Auto Service CenterIs this your business? | 95%: 12 to 38% | 0% | 0% | 67% | 3 of 4 | 2.5 |
| 4 | Bosch Car ServiceAlso written Bosch Car Service Deters, Bosch Car Service DüsseldorfIs this your business? | 95%: 8 to 32% | 33% | 0% | 17% | 3 of 4 | 1.8 |
| 5 | pitstopAlso written pitstop Düsseldorf, Pitstop DüsseldorfIs this your business? | 95%: 8 to 32% | 42% | 0% | 8% | 2 of 4 | 2.3 |
| 6 | VergölstAlso written Vergölst DüsseldorfIs this your business? | 95%: 4 to 25% | 33% | 0% | 0% | 2 of 4 | 2.3 |
| 7 | EuromasterAlso written EUROMASTERIs this your business? | 95%: 3 to 22% | 25% | 0% | 0% | 1 of 4 | 2.3 |
| 8 | Autowerkstatt Düsseldorf - Kfz-Meisterbetrieb K.H. WirtzIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 1 |
| 9 | Autohaus am SeesternAlso written Kfz-Meisterbetrieb Autohaus am Seestern, Kfz-Meisterwerkstatt Autohaus am SeesternIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 2 |
| 10 | KFZ-Meisterbetrieb Dirk SchürmannAlso written Kfz-Meisterbetrieb Dirk SchürmannIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 2 |
| 11 | Kfz-Service-CenterAlso written Autowerkstatt Düsseldorf - Kfz-Service-Center, Autowerkstatt Düsseldorf - Kfz-Service-Center BilkIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 2 |
| 12 | Kfz-Meisterwerkstatt Auto-Team DüsseldorfIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 3 |
| 13 | Mercedes-Benz Niederlassung DüsseldorfIs this your business? | 95%: 2 to 18% | 17% | 0% | 0% | 1 of 4 | 3 |
| 14 | Peter SchürmannAlso written Autowerkstatt & Reifenservice P. Schürmann, Kfz-Meisterbetrieb Peter SchürmannIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 4.5 |
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. 21 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 | ATU92% | Named no business | Auto-Service Düsseldorf83% |
| 2 | pitstop42% | Auto-Service-Center67% | |
| 3 | Bosch Car Service33% | ATU25% | |
| 4 | Vergölst33% | Bosch Car Service17% | |
| 5 | Euromaster25% | Autowerkstatt Düsseldorf - Kfz-Meisterbetrieb K.H. Wirtz17% |
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/dusseldorf"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/dusseldorf.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Düsseldorf, AIGROW AI Visibility Index, September 2026"></a>The questions
Asked word for word, three times each, to every assistant, in German. 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.
- 1Was ist die beste Autowerkstatt in Düsseldorf?What is the best auto repair shop in Düsseldorf?
- 2Meine Motorkontrollleuchte leuchtet. Welchen Mechaniker in Düsseldorf würdest du empfehlen?My check engine light is on. Which mechanic in Düsseldorf would you recommend?
- 3Welche Autowerkstatt in Düsseldorf ist ehrlich und hat faire Preise?Which auto repair shop in Düsseldorf is honest and fairly priced?
- 4Ich brauche neue Bremsen für mein Auto in Düsseldorf. Wo sollte ich damit hingehen?I need new brakes on my car in Düsseldorf. 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 Germany. From the AI Source Map: 8 answers.
- werkenntdenbesten.de
- Read in 100% of the answers
- reviewhero.io
- Read in 100% of the answers
- fairgarage.com
- Read in 100% 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