Car repair shops in Glasgow that AI assistants recommend

Name: AI assistant recommendations: Car repair shops in Glasgow, November 2026
Creator: AIGROW
License: https://creativecommons.org/licenses/by/4.0/

Halfords Autocentres is named most, in 33% of 36 answers.

The ranking

AI Recommendation Rate

1Halfords Autocentres33%
95%: 20 to 50%
ChatGPT
75%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
2.7
Named in answers to
- What is the best garage for car repairs in Glasgow?, from ChatGPT
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from ChatGPT
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from ChatGPT and Claude
Also written Halfords Autocentre Glasgow, Halfords Autocentre
Is this your business?
2Kwik Fit31%
95%: 18 to 47%
ChatGPT
50%
Claude
25%
Gemini
17%
Questions
2 of 4
Avg. position
2.3
Named in answers to
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from ChatGPT
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from ChatGPT, Claude and Gemini
Also written Kwik Fit Glasgow
Is this your business?
3Mackie Motors28%
95%: 16 to 44%
ChatGPT
0%
Claude
0%
Gemini
83%
Questions
4 of 4
Avg. position
1
Named in answers to
- What is the best garage for car repairs in Glasgow?, from Gemini
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from Gemini
- Which garage in Glasgow is honest and fairly priced?, from Gemini
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Gemini
Also written Mackie Motors Glasgow
Is this your business?
4First Stop11%
95%: 4 to 25%
ChatGPT
33%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
1
Named in answers to
- What is the best garage for car repairs in Glasgow?, from ChatGPT
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from ChatGPT
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from ChatGPT
Also written First Stop Auto Centre, First Stop Autocare, First Stop Automotive, First Stop Glasgow
Is this your business?
5McConechy's Tyres11%
95%: 4 to 25%
ChatGPT
17%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
1.5
Named in answers to
- Which garage in Glasgow is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Gemini
Also written McConechy's Tyre & Auto Centre, McConechy’s Tyres & Autocare, McConechy's Tyres & Autocentres
Is this your business?
6A&M Garage Services11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
2 of 4
Avg. position
2.3
Named in answers to
- What is the best garage for car repairs in Glasgow?, from Gemini
- Which garage in Glasgow is honest and fairly priced?, from Gemini
Is this your business?
7Formula One Autocentres11%
95%: 4 to 25%
ChatGPT
0%
Claude
17%
Gemini
17%
Questions
1 of 4
Avg. position
3.5
Named in answers to
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Claude and Gemini
Also written Formula One Autocentres Glasgow
Is this your business?
8Byres Road Garage8%
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 Glasgow?, from ChatGPT
- Which garage in Glasgow is honest and fairly priced?, from ChatGPT
Is this your business?
9Arnold Clark8%
95%: 3 to 22%
ChatGPT
8%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
1.7
Named in answers to
- What is the best garage for car repairs in Glasgow?, from Claude
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from ChatGPT
Also written Arnold Clark Autocentre, Arnold Clark Service and Parts Centre
Is this your business?
10ATS Euromaster8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
1.7
Named in answers to
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Claude
Also written ATS Euromaster Glasgow
Is this your business?
11Station Garage8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
2
Named in answers to
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from Gemini
- Which garage in Glasgow is honest and fairly priced?, from Gemini
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Gemini
Is this your business?
12Clyde Auto Repairs8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
2 of 4
Avg. position
2.7
Named in answers to
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from Gemini
- Which garage in Glasgow is honest and fairly priced?, from Gemini
Is this your business?
13A1 MOT & Service Centre6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
2
Named in answers to
- What is the best garage for car repairs in Glasgow?, from Gemini
- Which garage in Glasgow is honest and fairly priced?, from Gemini
Is this your business?
14Macklin Motors Glasgow6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
1 of 4
Avg. position
2
Named in answers to
- What is the best garage for car repairs in Glasgow?, from ChatGPT
Is this your business?
15Merchant City Motors6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
2
Named in answers to
- Which garage in Glasgow is honest and fairly priced?, from Claude
Is this your business?
16Clyde Auto Services6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- My engine warning light is on. Which mechanic in Glasgow would you recommend?, from Gemini
Is this your business?
17Merlin Garage Services6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- What is the best garage for car repairs in Glasgow?, from Claude
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from Claude
Is this your business?
18National Tyres and Autocare6%
95%: 2 to 18%
ChatGPT
8%
Claude
8%
Gemini
0%
Questions
1 of 4
Avg. position
3
Named in answers to
- I need new brakes on my car in Glasgow. Which garage should I take it to?, from ChatGPT and 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. 28 more names came up in a single answer and are counted above but not listed.

Car repair shops in Glasgow: is this your field?

46different names in 36 answers, 28 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you

Is this your business?

Named on this list? Get the badge for your website and a free scan of who AI assistants recommend to your customers. Use the badge only for a business named here. It records this edition, without verifying ownership or promising future mentions.

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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 Glasgow, ChatGPT, Claude and Gemini named Halfords Autocentres most often, in 33% of answers (its AI Recommendation Rate), then Kwik Fit (31%) and Mackie Motors (28%). Across 36 answers they named 46 different businesses, 28 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.

33% of answers named Halfords Autocentres

Answers: 36
Businesses named: 46
Named only once: 28
Named by 2+ assistants: 6 of 18
Named again on a rerun: 39%

Edition November 2026. Download the data

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	Halfords Autocentres75%	Halfords Autocentres25%	Mackie Motors83%
2	Kwik Fit50%	Kwik Fit25%	A&M Garage Services33%
3	First Stop33%	ATS Euromaster25%	Station Garage25%
4	Byres Road Garage25%	Formula One Autocentres17%	Clyde Auto Repairs25%
5	McConechy's Tyres17%	Arnold Clark17%	Kwik Fit17%

Claude named no business in 4 of its 12 answers.

Questions about car repair shops in Glasgow

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Halfords Autocentres most often, in 33% of 36 answers, then Kwik Fit (31%) and Mackie Motors (28%). 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 (25%) and Gemini Mackie Motors (83%). 6 of the 18 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, 39% 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

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

1What is the best garage for car repairs in Glasgow?
2My engine warning light is on. Which mechanic in Glasgow would you recommend?
3Which garage in Glasgow is honest and fairly priced?
4I need new brakes on my car in Glasgow. Which garage should I take it to?

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

See every site for this category