Car repair shops in Rio de Janeiro that AI assistants recommend
We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Rio de Janeiro, three times each, in Portuguese, 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
- 22
- Named only once
- 12
- Named by 2+ assistants
- 2 of 10
- Named again on a rerun
- 45%
Edition September 2026. Download the data
Asked for car repair shops in Rio de Janeiro, ChatGPT, Claude and Gemini most often named Bosch Car Service (39% of answers), Oficina do Gugu (31%) and DPaschoal (28%). Across 36 answers they named 22 different businesses, 12 of them only once. Each of four buyer questions was asked three times, in Portuguese, 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 | Bosch Car ServiceAlso written Bosch ServiceIs this your business? | 95%: 25 to 55% | 58% | 0% | 58% | 3 of 4 | 1.3 |
| 2 | Oficina do GuguIs this your business? | 95%: 18 to 47% | 0% | 0% | 92% | 4 of 4 | 1.8 |
| 3 | DPaschoalIs this your business? | 95%: 16 to 44% | 83% | 0% | 0% | 4 of 4 | 1.2 |
| 4 | Auto Mecânica Rio SulAlso written Mecânica Rio Sul, Bosch Car Service - Auto Mecânica Rio SulIs this your business? | 95%: 16 to 44% | 0% | 0% | 83% | 4 of 4 | 3 |
| 5 | Mecânica 2000Also written Auto Mecânica 2000, Oficina Mecânica 2000Is this your business? | 95%: 12 to 38% | 0% | 0% | 67% | 4 of 4 | 3 |
| 6 | Oficina do BetoAlso written Mecânica do Beto, Oficina Mecânica do BetoIs this your business? | 95%: 10 to 35% | 0% | 0% | 58% | 4 of 4 | 3.1 |
| 7 | Porto Seguro Auto CenterAlso written Centro Automotivo Porto SeguroIs this your business? | 95%: 6 to 29% | 25% | 0% | 17% | 3 of 4 | 3.4 |
| 8 | MidasIs this your business? | 95%: 3 to 22% | 25% | 0% | 0% | 3 of 4 | 2.3 |
| 9 | Porto ServiçoAlso written Porto Serviço AutoIs this your business? | 95%: 2 to 18% | 17% | 0% | 0% | 2 of 4 | 2.5 |
| 10 | Auto Mecânica LapaAlso written Bosch Car Service - Auto Mecânica LapaIs this your business? | 95%: 2 to 18% | 0% | 0% | 17% | 1 of 4 | 5 |
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. 12 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 | DPaschoal83% | Named no business | Oficina do Gugu92% |
| 2 | Bosch Car Service58% | Auto Mecânica Rio Sul83% | |
| 3 | Porto Seguro Auto Center25% | Mecânica 200067% | |
| 4 | Midas25% | Bosch Car Service58% | |
| 5 | Porto Serviço17% | Oficina do Beto58% |
ChatGPT named no business in 1 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/rio-de-janeiro"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/rio-de-janeiro.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Rio de Janeiro, AIGROW AI Visibility Index, September 2026"></a>The questions
Asked word for word, three times each, to every assistant, in Portuguese. 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 é a melhor oficina mecânica no Rio de Janeiro?What is the best auto repair shop in Rio de Janeiro?
- 2A luz da injeção eletrônica do meu carro acendeu. Qual mecânico você recomenda no Rio de Janeiro?My check engine light is on. Which mechanic in Rio de Janeiro would you recommend?
- 3Qual oficina mecânica no Rio de Janeiro é honesta e cobra um preço justo?Which auto repair shop in Rio de Janeiro is honest and fairly priced?
- 4Preciso trocar os freios do meu carro. Qual oficina mecânica você recomenda no Rio de Janeiro?I need new brakes on my car in Rio de Janeiro. 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.
Elsewhere in the Index
- Also in Rio de Janeiro
- DentistsLawyersAccountantsPlumbersGymsReal estate agencies
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