Quick answers

AIGrow provides AI visibility monitoring, a business assistant, blog publishing and scoped automation services. Start with the free scan to inspect the output before paying.

Run the free scan

The scan is free and monitoring plans start at $29 a month. The operations audit is $290, the visibility audit is $490, and custom builds receive a written price before work starts.

See the plans

Run the free scan. It reads your site, asks several AI assistants what your customers ask, and points you at one thing. No signup required, and it will tell you if you do not need us.

Start now

Yes. Use the contact form for product, billing, support or project questions. Describe the goal and the system involved so the first reply can be specific.

Contact AIGrow
AI Visibility Index · September 2026

Car repair shops in Monterrey that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Monterrey, three times each, in Spanish, and counted who they named. These are the businesses named in two or more of the 36 answers.

Check whether AI names youSee the ranking

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Car repair shops · Monterrey
39%of answers named Midas
Answers
36
Businesses named
26
Named only once
16
Named by 2+ assistants
2 of 10
Named again on a rerun
59%

Edition September 2026. Download the data

Asked for car repair shops in Monterrey, ChatGPT, Claude and Gemini most often named Midas (39% of answers), Mecánica Especializada Monterrey (28%) and Bosch Car Service (28%). Across 36 answers they named 26 different businesses, 16 of them only once. Each of four buyer questions was asked three times, in Spanish, 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 Monterrey named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1MidasAlso written Midas MonterreyIs this your business?39%95%: 25 to 55%92%0%25%4 of 41.4
2Mecánica Especializada MonterreyAlso written Taller Mecánico Automotriz MonterreyIs this your business?28%95%: 16 to 44%0%0%83%4 of 41.3
3Bosch Car ServiceIs this your business?28%95%: 16 to 44%67%0%17%4 of 42
4El RayoAlso written Taller Mecánico El Rayo, Taller Mecánico Automotriz "El Rayo", Taller Mecánico Automotriz El Rayo, Taller Mecánico Eléctrico El RayoIs this your business?17%95%: 8 to 32%0%0%50%3 of 43.3
5Servicio Automotriz GarzaAlso written Auto Servicio GarzaIs this your business?17%95%: 8 to 32%0%0%50%4 of 43.7
6AutoZoneAlso written AutoZone Car CareIs this your business?11%95%: 4 to 25%0%0%33%3 of 42.5
7El GüeroAlso written Mecánica Automotriz El Güero, Taller Mecánico Automotriz El Güero, Taller Mecánico El GüeroIs this your business?8%95%: 3 to 22%0%0%25%3 of 42.7
8MeinekeAlso written Meineke Car Care CenterIs this your business?8%95%: 3 to 22%25%0%0%2 of 42.7
9Auto Servicio MonterreyIs this your business?8%95%: 3 to 22%0%0%25%2 of 43.7
10Mecánica Total MonterreyIs this your business?6%95%: 2 to 18%0%0%17%2 of 42.5

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. 16 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.

Check your businessNamed above? Add the badgeWhat the audit does

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
1Midas92%Named no businessMecánica Especializada Monterrey83%
2Bosch Car Service67%El Rayo50%
3Meineke25%Servicio Automotriz Garza50%
4No other name twiceAutoZone33%
5Midas25%

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.

Correct or remove a listing
Named by AI assistants: Car repair shops in Monterrey, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/car-repair/monterrey"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/monterrey.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Monterrey, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Spanish. 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. 1¿Cuál es el mejor taller mecánico de autos en Monterrey?What is the best auto repair shop in Monterrey?
  2. 2Se me prendió el testigo del motor. ¿Qué mecánico en Monterrey me recomiendas?My check engine light is on. Which mechanic in Monterrey would you recommend?
  3. 3¿Qué taller mecánico en Monterrey es confiable y tiene precios justos?Which auto repair shop in Monterrey is honest and fairly priced?
  4. 4Necesito cambiarle los frenos al carro en Monterrey. ¿A qué taller debería llevarlo?I need new brakes on my car in Monterrey. 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.

Elsewhere in the Index

Car repair shops elsewhere
GuadalajaraMexico CityBarcelonaMadridMálagaSeville
Also in Monterrey
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.

Run the free AI scanRead the method

Edition September 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0