Car repair shops in Nuremberg that AI assistants recommend

Name: AI assistant recommendations: Car repair shops in Nuremberg, November 2026
Creator: AIGROW
License: https://creativecommons.org/licenses/by/4.0/

ATU is named most, in 56% of 36 answers.

The ranking

AI Recommendation Rate

1ATU56%
95%: 40 to 71%
ChatGPT
92%
Claude
50%
Gemini
25%
Questions
4 of 4
Avg. position
1.7
Named in answers to
- What is the best auto repair shop in Nuremberg?, from ChatGPT
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from ChatGPT and Claude
- Which auto repair shop in Nuremberg is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Nuremberg. Where should I take it?, from ChatGPT, Claude and Gemini
Also written ATU Nürnberg, A.T.U Nürnberg, ATU Auto-Teile-Unger Nürnberg, A.T.U Auto-Teile-Unger, ATU Nürnberg-Eberhardshof, ATU Nürnberg-Gibitzenhof
Is this your business?
2Bosch Car Service44%
95%: 30 to 60%
ChatGPT
83%
Claude
50%
Gemini
0%
Questions
4 of 4
Avg. position
1.7
Named in answers to
- What is the best auto repair shop in Nuremberg?, from ChatGPT
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from ChatGPT and Claude
- Which auto repair shop in Nuremberg is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Nuremberg. Where should I take it?, from ChatGPT and Claude
Also written Bosch Car Service Nürnberg
Is this your business?
3Auto-Service-Center Nürnberg (ASC)25%
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 Nuremberg?, from Gemini
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Gemini
- Which auto repair shop in Nuremberg is honest and fairly priced?, from Gemini
- I need new brakes on my car in Nuremberg. Where should I take it?, from Gemini
Also written Auto-Service-Center Nürnberg, Kfz-Meisterwerkstatt Auto-Service-Center Nürnberg
Is this your business?
4pitstop25%
95%: 14 to 41%
ChatGPT
25%
Claude
50%
Gemini
0%
Questions
3 of 4
Avg. position
2.8
Named in answers to
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Claude
- Which auto repair shop in Nuremberg is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Nuremberg. Where should I take it?, from ChatGPT and Claude
Also written pitstop Nürnberg, Pit-Stop Nürnberg, Pitstop Nürnberg
Is this your business?
5Euromaster17%
95%: 8 to 32%
ChatGPT
8%
Claude
42%
Gemini
0%
Questions
2 of 4
Avg. position
4.2
Named in answers to
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Claude
- I need new brakes on my car in Nuremberg. Where should I take it?, from ChatGPT and Claude
Also written Euromaster Nürnberg
Is this your business?
6Autohaus Feser-Graf14%
95%: 6 to 29%
ChatGPT
0%
Claude
0%
Gemini
42%
Questions
3 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Nuremberg?, from Gemini
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Gemini
- I need new brakes on my car in Nuremberg. Where should I take it?, from Gemini
Also written Autohaus Feser-Graf Nürnberg, Kfz-Meisterbetrieb Autohaus Feser-Graf
Is this your business?
7Kfz-Meisterbetrieb Peter Schramm11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
3 of 4
Avg. position
2
Named in answers to
- What is the best auto repair shop in Nuremberg?, from Gemini
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Gemini
- Which auto repair shop in Nuremberg is honest and fairly priced?, from Gemini
Is this your business?
8Autoservice Nürnberg8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
1.7
Named in answers to
- What is the best auto repair shop in Nuremberg?, from Gemini
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from Gemini
- I need new brakes on my car in Nuremberg. Where should I take it?, from Gemini
Also written Auto-Service Nürnberg, Auto-Service Nürnberg GmbH
Is this your business?
9Vergölst Nürnberg8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
2.3
Named in answers to
- What is the best auto repair shop in Nuremberg?, from ChatGPT
- My check engine light is on. Which mechanic in Nuremberg would you recommend?, from ChatGPT
- I need new brakes on my car in Nuremberg. Where should I take it?, from ChatGPT
Is this your business?
10Autohaus am Stadtpark6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Nuremberg?, from Gemini
- I need new brakes on my car in Nuremberg. Where should I take it?, from Gemini
Also written Bosch Car Service - Autohaus am Stadtpark, Kfz-Meisterbetrieb Autohaus am Stadtpark
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. 14 more names came up in a single answer and are counted above but not listed.

Car repair shops in Nuremberg: is this your field?

24different names in 36 answers, 14 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you

Is this your business?

Named on this list? Get the badge for your website and a free scan of who AI assistants recommend to your customers. Use the badge only for a business named here. It records this edition, without verifying ownership or promising future mentions.

AIGROW ScoreIs this your business? See your AIGROW ScoreHow 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 car repair shops in Nuremberg, ChatGPT, Claude and Gemini named ATU most often, in 56% of answers (its AI Recommendation Rate), then Bosch Car Service (44%) and Auto-Service-Center Nürnberg (ASC) (25%). Across 36 answers they named 24 different businesses, 14 of them only once. Each of four buyer questions was asked three times, in German, 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.

56% of answers named ATU

Answers: 36
Businesses named: 24
Named only once: 14
Named by 2+ assistants: 4 of 10
Named again on a rerun: 48%

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	ATU92%	ATU50%	Auto-Service-Center Nürnberg (ASC)75%
2	Bosch Car Service83%	Bosch Car Service50%	Autohaus Feser-Graf42%
3	pitstop25%	pitstop50%	Kfz-Meisterbetrieb Peter Schramm33%
4	Vergölst Nürnberg25%	Euromaster42%	ATU25%
5	Euromaster8%	No other name twice	Autoservice Nürnberg25%

ChatGPT named no business in 1 of its 12 answers. Claude named no business in 6 of its 12 answers.

Questions about car repair shops in Nuremberg

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named ATU most often, in 56% of 36 answers, then Bosch Car Service (44%) and Auto-Service-Center Nürnberg (ASC) (25%). 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 ATU most often (92% of its answers), Claude ATU (50%) and Gemini Auto-Service-Center Nürnberg (ASC) (75%). 4 of the 10 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, 48% 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 car repair shops, 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 car repair shops 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

<a href="https://aigrow.gg/index/car-repair/nuremberg"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/nuremberg.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Nuremberg, AIGROW AI Visibility Index, November 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 Nürnberg?What is the best auto repair shop in Nuremberg?
2Meine Motorkontrollleuchte leuchtet. Welchen Mechaniker in Nürnberg würdest du empfehlen?My check engine light is on. Which mechanic in Nuremberg would you recommend?
3Welche Autowerkstatt in Nürnberg ist ehrlich und hat faire Preise?Which auto repair shop in Nuremberg is honest and fairly priced?
4Ich brauche neue Bremsen für mein Auto in Nürnberg. Wo sollte ich damit hingehen?I need new brakes on my car in Nuremberg. Where should I take it?

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.