Car repair shops in Birmingham that AI assistants recommend

Halfords Autocentres is named most, in 47% of 36 answers.

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

  1. 1Halfords Autocentres47%

    95%: 32 to 63%

    ChatGPT
    75%
    Claude
    50%
    Gemini
    17%
    Questions
    3 of 4
    Avg. position
    2.1

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from ChatGPT and Claude
    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from ChatGPT
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from ChatGPT, Claude and Gemini

    Also written Halfords Autocentre Birmingham, Halfords Autocentre

    Is this your business?
  2. 2Kwik Fit44%

    95%: 30 to 60%

    ChatGPT
    50%
    Claude
    50%
    Gemini
    33%
    Questions
    3 of 4
    Avg. position
    1.8

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Claude
    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from ChatGPT and Gemini
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from ChatGPT, Claude and Gemini

    Also written Kwik Fit Birmingham

    Is this your business?
  3. 3National Tyres and Autocare22%

    95%: 12 to 38%

    ChatGPT
    17%
    Claude
    33%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    3.3

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Claude
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from ChatGPT, Claude and Gemini

    Also written National Tyres and Autocare Birmingham

    Is this your business?
  4. 4Auto-Tech Birmingham17%

    95%: 8 to 32%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    50%
    Questions
    3 of 4
    Avg. position
    1.5

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Gemini
    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from Gemini
    • Which garage in Birmingham is honest and fairly priced?, from Gemini

    Also written Autotech Birmingham, AutoTech Birmingham

    Is this your business?
  5. 5ATS Euromaster Birmingham17%

    95%: 8 to 32%

    ChatGPT
    0%
    Claude
    50%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.2

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Claude
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from Claude
    Is this your business?
  6. 6Smallbone & Son Service Station8%

    95%: 3 to 22%

    ChatGPT
    25%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    1

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from ChatGPT
    • Which garage in Birmingham is honest and fairly priced?, from ChatGPT
    Is this your business?
  7. 7Autocare Birmingham8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    25%
    Questions
    3 of 4
    Avg. position
    1.7

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Gemini
    • Which garage in Birmingham is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from Gemini
    Is this your business?
  8. 8Elite Garages Birmingham8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    25%
    Questions
    2 of 4
    Avg. position
    1.7

    Named in answers to

    • Which garage in Birmingham is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from Gemini
    Is this your business?
  9. 9C&C Car Repairs8%

    95%: 3 to 22%

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

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Gemini
    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from Gemini
    • Which garage in Birmingham is honest and fairly priced?, from Gemini

    Also written C&C Garage Services

    Is this your business?
  10. 10Formula One Autocentres8%

    95%: 3 to 22%

    ChatGPT
    8%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    4.3

    Named in answers to

    • I need new brakes on my car in Birmingham. Which garage should I take it to?, from ChatGPT and Claude

    Also written Formula One Autocentres Birmingham

    Is this your business?
  11. 11MotorServ UK6%

    95%: 2 to 18%

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

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from ChatGPT
    • Which garage in Birmingham is honest and fairly priced?, from ChatGPT

    Also written Motorserv UK

    Is this your business?
  12. 12Lickey Hills Garage6%

    95%: 2 to 18%

    ChatGPT
    17%
    Claude
    0%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    1.5

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from ChatGPT
    Is this your business?
  13. 13BMS Cars6%

    95%: 2 to 18%

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

    Named in answers to

    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from Gemini
    • Which garage in Birmingham is honest and fairly priced?, from Gemini
    Is this your business?
  14. 14Birmingham Autocentre6%

    95%: 2 to 18%

    ChatGPT
    8%
    Claude
    0%
    Gemini
    8%
    Questions
    2 of 4
    Avg. position
    3

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Gemini
    • My engine warning light is on. Which mechanic in Birmingham would you recommend?, from ChatGPT

    Also written Birmingham Auto Centre

    Is this your business?
  15. 15H&S Performance6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    3

    Named in answers to

    • What is the best garage for car repairs in Birmingham?, from Gemini
    • Which garage in Birmingham is honest and fairly priced?, from Gemini
    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. 18 more names came up in a single answer and are counted above but not listed.

Car repair shops in Birmingham: is this your field?

33different names in 36 answers, 18 of them only once. The assistants change their minds from one answer to the next.

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AI Visibility Index · November 2026

Asked about car repair shops in Birmingham, ChatGPT, Claude and Gemini named Halfords Autocentres most often, in 47% of answers (its AI Recommendation Rate), then Kwik Fit (44%). Across 36 answers they named 33 different businesses, 18 of them only once. Each of four buyer questions was asked three times, in English, 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 · Birmingham

47% of answers named Halfords Autocentres

Answers
36
Businesses named
33
Named only once
18
Named by 2+ assistants
5 of 15
Named again on a rerun
42%

Edition November 2026. Download the data

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Since the October edition

Share of answers that named each business, recalculated using the same assistants and answer totals in both editions.

Since the October edition
BusinessOctober 2026November 2026Change
Formula One Autocentres41.7%95%: 24 to 61%4.2%95%: 1 to 20%Named less often

Compared: ChatGPT and Gemini. A change is shown only when the two 95% ranges do not overlap.

Models and access routes may differ between editions, so this comparison does not identify the cause of a change. October data (DOI)

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
1Halfords Autocentres75%Halfords Autocentres50%Auto-Tech Birmingham50%
2Kwik Fit50%Kwik Fit50%Kwik Fit33%
3Smallbone & Son Service Station25%ATS Euromaster Birmingham50%Autocare Birmingham25%
4National Tyres and Autocare17%National Tyres and Autocare33%Elite Garages Birmingham25%
5MotorServ UK17%Formula One Autocentres17%C&C Car Repairs25%

Claude named no business in 6 of its 12 answers.

Questions about car repair shops in Birmingham

ChatGPT, Claude and Gemini named Halfords Autocentres most often, in 47% of 36 answers, then Kwik Fit (44%) and National Tyres and Autocare (22%). 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 Halfords Autocentres most often (75% of its answers), Claude Halfords Autocentres (50%) and Gemini Auto-Tech Birmingham (50%). 5 of the 15 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, 42% 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.

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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 Birmingham, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/car-repair/birmingham"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/birmingham.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Birmingham, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant. 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. 1What is the best garage for car repairs in Birmingham?
  2. 2My engine warning light is on. Which mechanic in Birmingham would you recommend?
  3. 3Which garage in Birmingham is honest and fairly priced?
  4. 4I need new brakes on my car in Birmingham. Which garage should I take it to?

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 the United Kingdom. From the AI Source Map: 8 answers.

reddit.com
Read in 88% of the answers
wikipedia.org
Read in 88% of the answers
themotorombudsman.org
Read in 75% of the answers

AI Visibility Index

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