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AI Visibility Index · September 2026

Car repair shops in São Paulo that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in São Paulo, 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.

Car repair shops · São Paulo
56%of answers named Bosch Car Service
Answers
36
Businesses named
14
Named only once
2
Named by 2+ assistants
3 of 12
Named again on a rerun
72%

Edition September 2026. Download the data

Asked for car repair shops in São Paulo, ChatGPT, Claude and Gemini most often named Bosch Car Service (56% of answers), DPaschoal (53%) and Oficina Brasil (28%). Across 36 answers they named 14 different businesses, 2 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.

Car repair shops in São Paulo named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Bosch Car ServiceAlso written Oficina Bosch ServiceIs this your business?56%95%: 40 to 71%67%0%100%4 of 42
2DPaschoalAlso written D PaschoalIs this your business?53%95%: 37 to 68%92%0%67%4 of 41.9
3Oficina BrasilIs this your business?28%95%: 16 to 44%0%0%83%4 of 42.5
4High TorqueAlso written High Torque São Paulo, High Torque Car ServiceIs this your business?25%95%: 14 to 41%8%0%67%4 of 42.9
5Porto Seguro Auto CenterAlso written Porto Seguro Centro AutomotivoIs this your business?17%95%: 8 to 32%50%0%0%3 of 41.8
6Porto ServiçoAlso written Porto Serviço Centro Automotivo, Porto Serviço Auto, Porto Serviço Auto CenterIs this your business?11%95%: 4 to 25%33%0%0%3 of 41.8
7Auto Mecânica do GersonIs this your business?11%95%: 4 to 25%0%0%33%2 of 44.5
8High Tech Oficina MecânicaAlso written Oficina High TechIs this your business?8%95%: 3 to 22%0%0%25%2 of 42.3
9Oficina MotorfastIs this your business?6%95%: 2 to 18%0%0%17%2 of 43
10K2 MotorsAlso written Oficina K2, Oficina K2 MotorsIs this your business?6%95%: 2 to 18%0%0%17%1 of 43.5
11Doutor CarroAlso written Dr. CarroIs this your business?6%95%: 2 to 18%0%0%17%2 of 44
12Oficina V8Is this your business?6%95%: 2 to 18%0%0%17%1 of 44.5

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. 2 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.

#ChatGPTClaudeGemini
1DPaschoal92%Named no businessBosch Car Service100%
2Bosch Car Service67%Oficina Brasil83%
3Porto Seguro Auto Center50%DPaschoal67%
4Porto Serviço33%High Torque67%
5High Torque8%Auto Mecânica do Gerson33%

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.

Named by AI assistants: Car repair shops in São Paulo, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/car-repair/sao-paulo"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/sao-paulo.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in São Paulo, 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.

  1. 1Qual é a melhor oficina mecânica em São Paulo?What is the best auto repair shop in São Paulo?
  2. 2A luz da injeção eletrônica do meu carro acendeu. Qual mecânico você recomenda em São Paulo?My check engine light is on. Which mechanic in São Paulo would you recommend?
  3. 3Qual oficina mecânica em São Paulo é honesta e cobra um preço justo?Which auto repair shop in São Paulo is honest and fairly priced?
  4. 4Preciso trocar os freios do meu carro. Qual oficina mecânica você recomenda em São Paulo?I need new brakes on my car in São Paulo. 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.

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