Car repair shops in Palermo that AI assistants recommend

Name: AI assistant recommendations: Car repair shops in Palermo, 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
67%
Claude
25%
Gemini
8%
Questions
3 of 4
Avg. position
1.8
Named in answers to
- What is the best auto repair shop in Palermo?, from ChatGPT
- My check engine light is on. Which mechanic in Palermo would you recommend?, from ChatGPT and Gemini
- I need new brakes on my car in Palermo. Where should I take it?, from ChatGPT and Claude
Also written Bosch Car Service Palermo, Autofficina Autorizzata Bosch Car Service - Palermo
Is this your business?
2Midas25%
95%: 14 to 41%
ChatGPT
50%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
2.4
Named in answers to
- What is the best auto repair shop in Palermo?, from ChatGPT
- My check engine light is on. Which mechanic in Palermo would you recommend?, from ChatGPT
- I need new brakes on my car in Palermo. Where should I take it?, from ChatGPT and Claude
Also written Midas Palermo
Is this your business?
3Autofficina F.lli Di Maria22%
95%: 12 to 38%
ChatGPT
0%
Claude
0%
Gemini
67%
Questions
4 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Palermo?, from Gemini
- My check engine light is on. Which mechanic in Palermo would you recommend?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
- I need new brakes on my car in Palermo. Where should I take it?, from Gemini
Is this your business?
4Autofficina Di Maria11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
3 of 4
Avg. position
1.3
Named in answers to
- What is the best auto repair shop in Palermo?, from Gemini
- My check engine light is on. Which mechanic in Palermo would you recommend?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
Also written Autofficina Di Maria Salvatore
Is this your business?
5Autofficina F.lli Lo Cascio11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
3 of 4
Avg. position
1.8
Named in answers to
- What is the best auto repair shop in Palermo?, from Gemini
- My check engine light is on. Which mechanic in Palermo would you recommend?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
Is this your business?
6Autofficina Lo Cascio11%
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 Palermo?, from Gemini
- My check engine light is on. Which mechanic in Palermo would you recommend?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
Also written Bosch Car Service - Autofficina Lo Cascio
Is this your business?
7Norauto11%
95%: 4 to 25%
ChatGPT
33%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2.3
Named in answers to
- My check engine light is on. Which mechanic in Palermo would you recommend?, from ChatGPT
- I need new brakes on my car in Palermo. Where should I take it?, from ChatGPT
Also written Norauto Palermo
Is this your business?
8Pit Stop11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
3 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Palermo?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
- I need new brakes on my car in Palermo. Where should I take it?, from Gemini
Also written Autofficina Pit Stop di Giuseppe D'Amico, Autofficina Pit Stop Palermo
Is this your business?
9Feu Vert8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
1
Named in answers to
- I need new brakes on my car in Palermo. Where should I take it?, from Claude
Also written Feu Green Palermo, Feu Verde Palermo, Feu Vert Palermo
Is this your business?
10Autofficina La Barbera8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
2.7
Named in answers to
- What is the best auto repair shop in Palermo?, from Gemini
- Which auto repair shop in Palermo is honest and fairly priced?, from Gemini
- I need new brakes on my car in Palermo. Where should I take it?, from Gemini
Is this your business?
11Bosch Car Service - Autofficina Lo Bianco6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
2
Named in answers to
- I need new brakes on my car in Palermo. Where should I take it?, from Gemini
Is this your business?
12Autofficina Autorizzata Bosch Service - D'Amico6%
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 Palermo?, from Gemini
- My check engine light is on. Which mechanic in Palermo would you recommend?, from Gemini
Is this your business?
13Euromaster Palermo6%
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 Palermo. Where should I take it?, from Claude
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. 8 more names came up in a single answer and are counted above but not listed.

Car repair shops in Palermo: is this your field?

21different names in 36 answers, 8 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.

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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 Palermo, ChatGPT, Claude and Gemini named Bosch Car Service most often, in 33% of answers (its AI Recommendation Rate), then Midas (25%). Across 36 answers they named 21 different businesses, 8 of them only once. Each of four buyer questions was asked three times, in Italian, 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: 21
Named only once: 8
Named by 2+ assistants: 2 of 13
Named again on a rerun: 50%

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 Service67%	Bosch Car Service25%	Autofficina F.lli Di Maria67%
2	Midas50%	Midas25%	Autofficina Di Maria33%
3	Norauto33%	Feu Vert25%	Autofficina F.lli Lo Cascio33%
4	No other name twice	Euromaster Palermo17%	Autofficina Lo Cascio33%
5		No other name twice	Pit Stop33%

ChatGPT named no business in 4 of its 12 answers. Claude named no business in 9 of its 12 answers.

Questions about car repair shops in Palermo

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Bosch Car Service most often, in 33% of 36 answers, then Midas (25%) and Autofficina F.lli Di Maria (22%). 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 (67% of its answers), Claude Bosch Car Service (25%) and Gemini Autofficina F.lli Di Maria (67%). 2 of the 13 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, 50% 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/palermo"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/palermo.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Palermo, AIGROW AI Visibility Index, November 2026"></a>

The questions

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

1Qual è la migliore autofficina a Palermo?What is the best auto repair shop in Palermo?
2Mi si è accesa la spia del motore. Quale meccanico mi consiglieresti a Palermo?My check engine light is on. Which mechanic in Palermo would you recommend?
3Quale autofficina a Palermo è onesta e ha prezzi ragionevoli?Which auto repair shop in Palermo is honest and fairly priced?
4Devo cambiare i freni della mia auto a Palermo. Dove mi conviene portarla?I need new brakes on my car in Palermo. 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.