Car repair shops in Poznań that AI assistants recommend

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

Bosch Car Service is named most, in 33% of 36 answers.

The ranking

AI Recommendation Rate

1Bosch Car Service33%
95%: 20 to 50%
ChatGPT
75%
Claude
25%
Gemini
0%
Questions
4 of 4
Avg. position
1.3
Named in answers to
- What is the best auto repair shop in Poznań?, from ChatGPT
- My check engine light is on. Which mechanic in Poznań would you recommend?, from ChatGPT
- Which auto repair shop in Poznań is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Poznań. Where should I take it?, from ChatGPT and Claude
Also written Bosch Car Service Poznań
Is this your business?
2Auto Serwis U Jacka25%
95%: 14 to 41%
ChatGPT
0%
Claude
0%
Gemini
75%
Questions
4 of 4
Avg. position
1.2
Named in answers to
- What is the best auto repair shop in Poznań?, from Gemini
- My check engine light is on. Which mechanic in Poznań would you recommend?, from Gemini
- Which auto repair shop in Poznań is honest and fairly priced?, from Gemini
- I need new brakes on my car in Poznań. Where should I take it?, from Gemini
Also written Auto Serwis "U Jacka", Auto-Service "U Jacka", Auto Serwis u Jacka
Is this your business?
3ATS Euromaster25%
95%: 14 to 41%
ChatGPT
67%
Claude
8%
Gemini
0%
Questions
3 of 4
Avg. position
2.2
Named in answers to
- What is the best auto repair shop in Poznań?, from ChatGPT
- My check engine light is on. Which mechanic in Poznań would you recommend?, from ChatGPT
- I need new brakes on my car in Poznań. Where should I take it?, from ChatGPT and Claude
Also written Euromaster Poznań, Euromaster, ATS Euromaster Poznań
Is this your business?
4Auto-Centrum17%
95%: 8 to 32%
ChatGPT
0%
Claude
0%
Gemini
50%
Questions
3 of 4
Avg. position
1.8
Named in answers to
- What is the best auto repair shop in Poznań?, from Gemini
- My check engine light is on. Which mechanic in Poznań would you recommend?, from Gemini
- I need new brakes on my car in Poznań. Where should I take it?, from Gemini
Also written Auto Serwis Bosch Service - Auto-Centrum Poznań, Auto-Centrum Poznań, Bosch Service - Auto-Centrum Poznań, Bosch Service Auto-Centrum, Bosch Service Auto-Centrum Poznań, Serwis Samochodowy Bosch Service - Auto-Centrum Poznań
Is this your business?
5Q Service Castrol11%
95%: 4 to 25%
ChatGPT
33%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2.5
Named in answers to
- Which auto repair shop in Poznań is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Poznań. Where should I take it?, from ChatGPT
Also written Q Service Castrol Poznań
Is this your business?
6Profi Auto Serwis8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
1.3
Named in answers to
- I need new brakes on my car in Poznań. Where should I take it?, from Claude
Also written Profi Auto Serwis Poznań
Is this your business?
7Serwis Samochodowy "Auto-Perfekt"8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
2 of 4
Avg. position
2.7
Named in answers to
- Which auto repair shop in Poznań is honest and fairly priced?, from Gemini
- I need new brakes on my car in Poznań. Where should I take it?, from Gemini
Is this your business?
8Serwis Samochodowy "Auto-Klinika"8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Poznań?, from Gemini
- My check engine light is on. Which mechanic in Poznań would you recommend?, from Gemini
- I need new brakes on my car in Poznań. Where should I take it?, from Gemini
Also written Serwis Samochodowy Auto-Klinika
Is this your business?
9Auto Serwis Poznań - Bosch Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
1.5
Named in answers to
- I need new brakes on my car in Poznań. Where should I take it?, from Gemini
Also written Bosch Service - Auto Serwis Poznań
Is this your business?
10Auto-Service Poznań6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
1.5
Named in answers to
- Which auto repair shop in Poznań is honest and fairly priced?, from Gemini
Is this your business?
11Bosch Car Service Auto-Klimat6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
1.5
Named in answers to
- What is the best auto repair shop in Poznań?, from ChatGPT
- Which auto repair shop in Poznań is honest and fairly priced?, from ChatGPT
Also written Bosch Car Service Auto-Klimat Poznań
Is this your business?
12Mechanika Pojazdowa6%
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 Poznań?, from Gemini
- My check engine light is on. Which mechanic in Poznań would you recommend?, from Gemini
Also written Auto Serwis "Mechanika Pojazdowa", Auto Serwis Poznań - Mechanika Pojazdowa
Is this your business?
13Auto Serwis "Mechanik"6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Poznań?, from Gemini
- My check engine light is on. Which mechanic in Poznań would you recommend?, from Gemini
Is this your business?
14Inter Cars Serwis6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
3
Named in answers to
- I need new brakes on my car in Poznań. Where should I take it?, from Claude
Also written Inter Cars Serwis Poznań
Is this your business?
15Mechanika Pojazdowa "Auto-Błysk"6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
3
Named in answers to
- Which auto repair shop in Poznań is honest and fairly priced?, from Gemini
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. 12 more names came up in a single answer and are counted above but not listed.

Car repair shops in Poznań: is this your field?

27different names in 36 answers, 12 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 Poznań, ChatGPT, Claude and Gemini named Bosch Car Service most often, in 33% of answers (its AI Recommendation Rate), then Auto Serwis U Jacka (25%). Across 36 answers they named 27 different businesses, 12 of them only once. Each of four buyer questions was asked three times, in Polish, 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.

33% of answers named Bosch Car Service

Answers: 36
Businesses named: 27
Named only once: 12
Named by 2+ assistants: 2 of 15
Named again on a rerun: 53%

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	Bosch Car Service75%	Bosch Car Service25%	Auto Serwis U Jacka75%
2	ATS Euromaster67%	Profi Auto Serwis25%	Auto-Centrum50%
3	Q Service Castrol33%	Inter Cars Serwis17%	Serwis Samochodowy "Auto-Perfekt"25%
4	Bosch Car Service Auto-Klimat17%	ATS Euromaster8%	Serwis Samochodowy "Auto-Klinika"25%
5	No other name twice	No other name twice	Auto Serwis Poznań - Bosch Service17%

Claude named no business in 9 of its 12 answers.

Questions about car repair shops in Poznań

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Bosch Car Service most often, in 33% of 36 answers, then Auto Serwis U Jacka (25%) and ATS Euromaster (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 Bosch Car Service most often (75% of its answers), Claude Bosch Car Service (25%) and Gemini Auto Serwis U Jacka (75%). 2 of the 15 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, 53% 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/poznan"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/poznan.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Poznań, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Polish. 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.

1Jaki jest najlepszy warsztat samochodowy w Poznaniu?What is the best auto repair shop in Poznań?
2Zapaliła mi się kontrolka silnika. Jakiego mechanika w Poznaniu polecasz?My check engine light is on. Which mechanic in Poznań would you recommend?
3Który warsztat samochodowy w Poznaniu jest uczciwy i ma rozsądne ceny?Which auto repair shop in Poznań is honest and fairly priced?
4Muszę wymienić hamulce w samochodzie w Poznaniu. Gdzie najlepiej go oddać?I need new brakes on my car in Poznań. 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.