Car repair shops in Bari that AI assistants recommend

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

F.lli Lorusso is named most, in 31% of 36 answers.

The ranking

AI Recommendation Rate

1F.lli Lorusso31%
95%: 18 to 47%
ChatGPT
0%
Claude
0%
Gemini
92%
Questions
4 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Bari?, from Gemini
- My check engine light is on. Which mechanic in Bari would you recommend?, from Gemini
- Which auto repair shop in Bari is honest and fairly priced?, from Gemini
- I need new brakes on my car in Bari. Where should I take it?, from Gemini
Also written Autofficina Autorizzata Bosch Service - F.lli Lorusso, Autofficina F.lli Lorusso, Autofficina Autorizzata Bosch Car Service - F.lli Lorusso
Is this your business?
2Bosch Car Service28%
95%: 16 to 44%
ChatGPT
58%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
1.9
Named in answers to
- My check engine light is on. Which mechanic in Bari would you recommend?, from ChatGPT
- Which auto repair shop in Bari is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Bari. Where should I take it?, from ChatGPT and Claude
Also written Bosch Car Service Bari
Is this your business?
3Midas25%
95%: 14 to 41%
ChatGPT
50%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
1.8
Named in answers to
- My check engine light is on. Which mechanic in Bari would you recommend?, from ChatGPT
- Which auto repair shop in Bari is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Bari. Where should I take it?, from ChatGPT and Claude
Also written Midas Bari
Is this your business?
4F.lli De Giglio22%
95%: 12 to 38%
ChatGPT
0%
Claude
0%
Gemini
67%
Questions
4 of 4
Avg. position
2.8
Named in answers to
- What is the best auto repair shop in Bari?, from Gemini
- My check engine light is on. Which mechanic in Bari would you recommend?, from Gemini
- Which auto repair shop in Bari is honest and fairly priced?, from Gemini
- I need new brakes on my car in Bari. Where should I take it?, from Gemini
Also written Autofficina Autorizzata Magneti Marelli Checkstar - Autoriparazioni De Giglio, Autofficina Autorizzata Magneti Marelli Checkstar - De Giglio, Autofficina Autorizzata Bosch Car Service - De Giglio, Autofficina Autorizzata Bosch Car Service - F.lli De Giglio, Autofficina Autorizzata Bosch Service - F.lli De Giglio, Autofficina F.lli De Giglio
Is this your business?
5Autofficina Meccanica Diomede19%
95%: 10 to 35%
ChatGPT
0%
Claude
0%
Gemini
58%
Questions
4 of 4
Avg. position
2
Named in answers to
- What is the best auto repair shop in Bari?, from Gemini
- My check engine light is on. Which mechanic in Bari would you recommend?, from Gemini
- Which auto repair shop in Bari is honest and fairly priced?, from Gemini
- I need new brakes on my car in Bari. Where should I take it?, from Gemini
Is this your business?
6Norauto11%
95%: 4 to 25%
ChatGPT
33%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2.8
Named in answers to
- My check engine light is on. Which mechanic in Bari would you recommend?, from ChatGPT
- I need new brakes on my car in Bari. Where should I take it?, from ChatGPT
Also written Norauto Bari
Is this your business?
7Feu 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 Bari. Where should I take it?, from Claude
Also written Feu Green Bari, Feu Vert Bari, Feu Verte Bari
Is this your business?
8Autofficina Meccanica Di Pinto8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
2 of 4
Avg. position
2
Named in answers to
- What is the best auto repair shop in Bari?, from Gemini
- My check engine light is on. Which mechanic in Bari would you recommend?, from Gemini
Is this your business?
9Autofficina Sgaramella8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
3
Named in answers to
- My check engine light is on. Which mechanic in Bari would you recommend?, from Gemini
- Which auto repair shop in Bari is honest and fairly priced?, from Gemini
- I need new brakes on my car in Bari. Where should I take it?, from Gemini
Also written Autofficina Autorizzata Bosch Service - Autofficina Sgaramella, Autofficina Autorizzata Magneti Marelli Checkstar - Sgaramella, Bosch Car Service - Autofficina Sgaramella
Is this your business?
10Euromaster Bari6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
4.5
Named in answers to
- I need new brakes on my car in Bari. 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 Bari: is this your field?

18different 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.

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 Bari, ChatGPT, Claude and Gemini named F.lli Lorusso most often, in 31% of answers (its AI Recommendation Rate), then Bosch Car Service (28%) and Midas (25%). Across 36 answers they named 18 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.

31% of answers named F.lli Lorusso

Answers: 36
Businesses named: 18
Named only once: 8
Named by 2+ assistants: 2 of 10
Named again on a rerun: 56%

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 Service58%	Bosch Car Service25%	F.lli Lorusso92%
2	Midas50%	Midas25%	F.lli De Giglio67%
3	Norauto33%	Feu Vert25%	Autofficina Meccanica Diomede58%
4	No other name twice	Euromaster Bari17%	Autofficina Meccanica Di Pinto25%
5		No other name twice	Autofficina Sgaramella25%

ChatGPT named no business in 5 of its 12 answers. Claude named no business in 9 of its 12 answers.

Questions about car repair shops in Bari

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named F.lli Lorusso most often, in 31% of 36 answers, then Bosch Car Service (28%) and Midas (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 (58% of its answers), Claude Bosch Car Service (25%) and Gemini F.lli Lorusso (92%). 2 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, 56% 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/bari"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/bari.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Bari, 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 Bari?What is the best auto repair shop in Bari?
2Mi si è accesa la spia del motore. Quale meccanico mi consiglieresti a Bari?My check engine light is on. Which mechanic in Bari would you recommend?
3Quale autofficina a Bari è onesta e ha prezzi ragionevoli?Which auto repair shop in Bari is honest and fairly priced?
4Devo cambiare i freni della mia auto a Bari. Dove mi conviene portarla?I need new brakes on my car in Bari. 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.