Car repair shops in Rome that AI assistants recommend
We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Rome, three times each, in Italian, 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
- 31
- Named only once
- 18
- Named by 2+ assistants
- 4 of 13
- Named again on a rerun
- 32%
Edition September 2026. Download the data
Asked for car repair shops in Rome, ChatGPT, Claude and Gemini most often named Midas (31% of answers), Autofficina 2000 (28%) and Norauto (25%). Across 36 answers they named 31 different businesses, 18 of them only once. Each of four buyer questions was asked three times, in Italian, 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 | MidasAlso written Midas RomaIs this your business? | 95%: 18 to 47% | 75% | 0% | 17% | 4 of 4 | 2.1 |
| 2 | Autofficina 2000Also written Autofficina Autorizzata Bosch Service - Autofficina 2000, Autofficina Autorizzata Bosch Car Service - Autofficina 2000, Autofficina Autorizzata Bosch Car Service - Officina Meccanica 2000, Autofficina Autorizzata Magneti Marelli Checkstar - Officina 2000, Autofficina Meccanica 2000, Autofficina Meccanica Autorizzata Bosch Car Service - Autofficina 2000Is this your business? | 95%: 16 to 44% | 0% | 0% | 83% | 4 of 4 | 3.3 |
| 3 | NorautoAlso written Norauto RomaIs this your business? | 95%: 14 to 41% | 67% | 0% | 8% | 4 of 4 | 1.6 |
| 4 | Autofficina F.lli De SantisAlso written Autofficina Autorizzata Bosch Service - F.lli De Santis, Autofficina Meccanica F.lli De Santis, Autofficina Roma Nord - F.lli De SantisIs this your business? | 95%: 12 to 38% | 0% | 0% | 67% | 4 of 4 | 1.4 |
| 5 | Bosch Car ServiceAlso written Autofficina Autorizzata Bosch Car Service, Autofficina Autorizzata Bosch Service - RomaIs this your business? | 95%: 8 to 32% | 33% | 0% | 17% | 3 of 4 | 2.2 |
| 6 | Autofficina Roma NordAlso written Autofficina Meccanica - Officina Autorizzata Ford - Autofficina Roma NordIs this your business? | 95%: 3 to 22% | 0% | 0% | 25% | 2 of 4 | 2.3 |
| 7 | EuromasterAlso written Gommista e Meccanico EuromasterIs this your business? | 95%: 3 to 22% | 17% | 0% | 8% | 2 of 4 | 3 |
| 8 | Autofficina F.lli Di PietroAlso written Autofficina Autorizzata Bosch Service - Autofficina F.lli Di Pietro, Bosch Car Service - Autofficina F.lli Di PietroIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 1.5 |
| 9 | Autofficina Meccanica Roma Nord - Autoriparazioni G.M.Is this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 2 |
| 10 | Autofficina F.lli RossiAlso written Autofficina Autorizzata Magneti Marelli Checkstar - Autofficina F.lli Rossi, Autofficina Meccanica Roma - Autoriparazioni F.lli RossiIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 2.5 |
| 11 | Autofficina Appia AnticaIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 3.5 |
| 12 | Autofficina Carrozzeria AppiaIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 4 |
| 13 | Autofficina F.lli PiacentiniAlso written Autofficina Carrozzeria Roma Nord - Fratelli PiacentiniIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 2 of 4 | 4 |
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. 18 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 | Midas75% | Named no business | Autofficina 200083% |
| 2 | Norauto67% | Autofficina F.lli De Santis67% | |
| 3 | Bosch Car Service33% | Autofficina Roma Nord25% | |
| 4 | Euromaster17% | Midas17% | |
| 5 | No other name twice | Bosch Car Service17% |
ChatGPT named no business in 3 of its 12 answers. 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/rome"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/rome.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Rome, AIGROW AI Visibility Index, September 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 Roma?What is the best auto repair shop in Rome?
- 2Mi si è accesa la spia del motore. Quale meccanico mi consiglieresti a Roma?My check engine light is on. Which mechanic in Rome would you recommend?
- 3Quale autofficina a Roma è onesta e ha prezzi ragionevoli?Which auto repair shop in Rome is honest and fairly priced?
- 4Devo cambiare i freni della mia auto a Roma. Dove mi conviene portarla?I need new brakes on my car in Rome. 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 Italy. From the AI Source Map: 8 answers.
- altraopinione.org
- Read in 88% of the answers
- reddit.com
- Read in 88% of the answers
- cylex-italia.it
- Read in 75% 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