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Car repair shops in Zaragoza that AI assistants recommend

Midas is named most, in 44% of 36 answers.

The ranking

AI Recommendation Rate

Car repair shops in Zaragoza named by AI assistants, November 2026

  1. 1Midas44%

    95%: 30 to 60%

    ChatGPT
    100%
    Claude
    25%
    Gemini
    8%
    Questions
    4 of 4
    Avg. position
    2.1

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from ChatGPT
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from ChatGPT
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Zaragoza. Where should I take it?, from ChatGPT, Claude and Gemini

    Also written Midas Zaragoza, Talleres Midas Zaragoza

    Is this your business?
  2. 2Norauto42%

    95%: 27 to 58%

    ChatGPT
    100%
    Claude
    25%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    2.4

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from ChatGPT
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from ChatGPT
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Zaragoza. Where should I take it?, from ChatGPT and Claude

    Also written Norauto Zaragoza

    Is this your business?
  3. 3Bosch Car Service31%

    95%: 18 to 47%

    ChatGPT
    67%
    Claude
    25%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    2

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from ChatGPT
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from ChatGPT
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Claude

    Also written Bosch Car Service Zaragoza

    Is this your business?
  4. 4Talleres M. Gallego31%

    95%: 18 to 47%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    92%
    Questions
    4 of 4
    Avg. position
    2.2

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from Gemini
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from Gemini
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Gemini
    Is this your business?
  5. 5Feu Vert Zaragoza19%

    95%: 10 to 35%

    ChatGPT
    33%
    Claude
    25%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.1

    Named in answers to

    • Which auto repair shop in Zaragoza is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Zaragoza. Where should I take it?, from ChatGPT and Claude
    Is this your business?
  6. 6Talleres Auto-Centro17%

    95%: 8 to 32%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    50%
    Questions
    4 of 4
    Avg. position
    1

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from Gemini
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from Gemini
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Gemini

    Also written Talleres Auto-Centro Zaragoza

    Is this your business?
  7. 7Talleres Piqueras17%

    95%: 8 to 32%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    50%
    Questions
    3 of 4
    Avg. position
    2.8

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from Gemini
    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from Gemini
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Gemini
    Is this your business?
  8. 8Talleres Auto-Mecánica Zaragoza6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    1

    Named in answers to

    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from Gemini
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Gemini
    Is this your business?
  9. 9Talleres Auto-Sport Zaragoza6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    1

    Named in answers to

    • What is the best auto repair shop in Zaragoza?, from Gemini
    • I need new brakes on my car in Zaragoza. Where should I take it?, from Gemini
    Is this your business?
  10. 10Talleres Auto-Zaragoza6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    1

    Named in answers to

    • My check engine light is on. Which mechanic in Zaragoza would you recommend?, from Gemini
    • Which auto repair shop in Zaragoza is honest and fairly priced?, from Gemini
    Is this your business?
  11. 11Talleres Pamplona6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    4

    Named in answers to

    • I need new brakes on my car in Zaragoza. 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. 7 more names came up in a single answer and are counted above but not listed.

Car repair shops in Zaragoza: is this your field?

18different names in 36 answers, 7 of them only once. The assistants change their minds from one answer to the next.

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How 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 Zaragoza, ChatGPT, Claude and Gemini named Midas most often, in 44% of answers (its AI Recommendation Rate), then Norauto (42%) and Bosch Car Service (31%). Across 36 answers they named 18 different businesses, 7 of them only once. Each of four buyer questions was asked three times, in Spanish, 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.

Car repair shops · Zaragoza

44% of answers named Midas

Answers
36
Businesses named
18
Named only once
7
Named by 2+ assistants
4 of 11
Named again on a rerun
68%

Edition November 2026. Download the data

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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
1Midas100%Midas25%Talleres M. Gallego92%
2Norauto100%Norauto25%Talleres Auto-Centro50%
3Bosch Car Service67%Bosch Car Service25%Talleres Piqueras50%
4Feu Vert Zaragoza33%Feu Vert Zaragoza25%Talleres Auto-Mecánica Zaragoza17%
5No other name twiceTalleres Pamplona17%Talleres Auto-Sport Zaragoza17%

Claude named no business in 9 of its 12 answers.

Questions about car repair shops in Zaragoza

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Midas most often, in 44% of 36 answers, then Norauto (42%) and Bosch Car Service (31%). 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 Midas most often (100% of its answers), Claude Midas (25%) and Gemini Talleres M. Gallego (92%). 4 of the 11 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, 68% 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
Named by AI assistants: Car repair shops in Zaragoza, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/car-repair/zaragoza"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/zaragoza.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Zaragoza, AIGROW AI Visibility Index, November 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 de reparación de coches en Zaragoza?What is the best auto repair shop in Zaragoza?
  2. 2Se me ha encendido el testigo del motor. ¿Qué mecánico en Zaragoza me recomiendas?My check engine light is on. Which mechanic in Zaragoza would you recommend?
  3. 3¿Qué taller en Zaragoza es de confianza y tiene precios razonables?Which auto repair shop in Zaragoza is honest and fairly priced?
  4. 4Necesito cambiar los frenos del coche en Zaragoza. ¿A qué taller debería llevarlo?I need new brakes on my car in Zaragoza. 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.

Where the assistants look

The sites read most often, with web search on, before the assistants answer about this category in Spain. From the AI Source Map: 6 answers.

See every site for this category
tugarajevirtual.com
Read in 83% of the answers
talleres24.es
Read in 67% of the answers
guiatalleres.com
Read in 67% of the answers

AI Visibility Index

Elsewhere in the Index

Car repair shops elsewhere
BarcelonaBilbaoMadridMálagaSevilleValencia
Also in Zaragoza
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

Not on this list? See what ChatGPT says about your business

Car repair shops, Zaragoza: see whether the assistants name you, or someone else.

Free, no account, no card. About a minute.

Read the method

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