Car repair shops in Edmonton that AI assistants recommend

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

Sandy Lane Auto is named most, in 33% of 36 answers.

The ranking

AI Recommendation Rate

1Sandy Lane Auto33%
95%: 20 to 50%
ChatGPT
50%
Claude
0%
Gemini
50%
Questions
3 of 4
Avg. position
1.3
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT and Gemini
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from ChatGPT and Gemini
- Which auto repair shop in Edmonton is honest and fairly priced?, from ChatGPT and Gemini
Is this your business?
2Park Muffler28%
95%: 16 to 44%
ChatGPT
0%
Claude
0%
Gemini
83%
Questions
4 of 4
Avg. position
1.4
Named in answers to
- What is the best auto repair shop in Edmonton?, from Gemini
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Gemini
- Which auto repair shop in Edmonton is honest and fairly priced?, from Gemini
- I need new brakes on my car in Edmonton. Where should I take it?, from Gemini
Also written Park Muffler & Brake Shop, Park Muffler & Brake, Park Muffler & Auto Service
Is this your business?
3Midas28%
95%: 16 to 44%
ChatGPT
25%
Claude
58%
Gemini
0%
Questions
3 of 4
Avg. position
2.4
Named in answers to
- What is the best auto repair shop in Edmonton?, from Claude
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from ChatGPT and Claude
Also written Midas Edmonton
Is this your business?
4Canadian Tire Auto Service19%
95%: 10 to 35%
ChatGPT
17%
Claude
42%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from ChatGPT and Claude
Also written Canadian Tire Auto Service Edmonton
Is this your business?
5Kal Tire17%
95%: 8 to 32%
ChatGPT
25%
Claude
25%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from ChatGPT and Claude
Also written Kal Tire Edmonton
Is this your business?
6OK Tire17%
95%: 8 to 32%
ChatGPT
25%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
3.5
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from ChatGPT
- I need new brakes on my car in Edmonton. Where should I take it?, from ChatGPT and Claude
Also written OK Tire Edmonton
Is this your business?
7Good News Auto14%
95%: 6 to 29%
ChatGPT
42%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
2.4
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from ChatGPT
- Which auto repair shop in Edmonton is honest and fairly priced?, from ChatGPT
Also written Good News Auto Mechanic, Good News Auto Mechanics
Is this your business?
8Minute Muffler & Brake14%
95%: 6 to 29%
ChatGPT
0%
Claude
42%
Gemini
0%
Questions
3 of 4
Avg. position
4.4
Named in answers to
- What is the best auto repair shop in Edmonton?, from Claude
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from Claude
Also written Minute Muffler & Brake Edmonton
Is this your business?
9A&B Auto Repair11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
2 of 4
Avg. position
2.8
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Gemini
- Which auto repair shop in Edmonton is honest and fairly priced?, from Gemini
Is this your business?
10NAPA AUTOPRO11%
95%: 4 to 25%
ChatGPT
0%
Claude
33%
Gemini
0%
Questions
2 of 4
Avg. position
3.5
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from Claude
Also written NAPA AUTOPRO Edmonton
Is this your business?
11Deol Auto Service8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
1.7
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT
- Which auto repair shop in Edmonton is honest and fairly priced?, from ChatGPT
Is this your business?
12Fountain Tire8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
1 of 4
Avg. position
2.3
Named in answers to
- I need new brakes on my car in Edmonton. Where should I take it?, from ChatGPT
Is this your business?
13Midweek Auto Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
1
Named in answers to
- Which auto repair shop in Edmonton is honest and fairly priced?, from Claude
Is this your business?
14Glenwood Auto Service6%
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 auto repair shop in Edmonton?, from Gemini
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Gemini
Is this your business?
15Downtown Auto Repair & Inspections6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT
Is this your business?
16Revolution Auto6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Edmonton?, from Gemini
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Gemini
Also written Revolution Auto Group, Revolution Auto Repair
Is this your business?
17Buddy's Garage6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Edmonton?, from ChatGPT
- Which auto repair shop in Edmonton is honest and fairly priced?, from ChatGPT
Also written Buddys Auto Repair, Buddys Garage
Is this your business?
18AutoNiche6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
3.5
Named in answers to
- Which auto repair shop in Edmonton is honest and fairly priced?, from Claude
Also written AutoNiche Auto Service & Repair
Is this your business?
19Eurotech Autowerks6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
3.5
Named in answers to
- What is the best auto repair shop in Edmonton?, from Claude
Is this your business?
20Formula Auto Haus6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
3.5
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- Which auto repair shop in Edmonton is honest and fairly priced?, from Claude
Is this your business?
21Minit-Tune & Brake6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
4
Named in answers to
- My check engine light is on. Which mechanic in Edmonton would you recommend?, from Claude
- I need new brakes on my car in Edmonton. Where should I take it?, from Claude
Also written Minit-Tune & Brake Auto Centers, Minit-Tune and Brake Auto Centres
Is this your business?
22Southside Dodge Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
4
Named in answers to
- What is the best auto repair shop in Edmonton?, 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. 42 more names came up in a single answer and are counted above but not listed.

Car repair shops in Edmonton: is this your field?

64different names in 36 answers, 42 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.

AIGROW ScoreIs this your business? See your AIGROW ScoreHow 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 Edmonton, ChatGPT, Claude and Gemini named Sandy Lane Auto most often, in 33% of answers (its AI Recommendation Rate), then Park Muffler (28%) and Midas (28%). Across 36 answers they named 64 different businesses, 42 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 Sandy Lane Auto

Answers: 36
Businesses named: 64
Named only once: 42
Named by 2+ assistants: 5 of 22
Named again on a rerun: 36%

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	Sandy Lane Auto50%	Midas58%	Park Muffler83%
2	Good News Auto42%	Canadian Tire Auto Service42%	Sandy Lane Auto50%
3	Midas25%	Minute Muffler & Brake42%	A&B Auto Repair33%
4	Kal Tire25%	NAPA AUTOPRO33%	Glenwood Auto Service17%
5	OK Tire25%	Kal Tire25%	Revolution Auto17%

Questions about car repair shops in Edmonton

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Sandy Lane Auto most often, in 33% of 36 answers, then Park Muffler (28%) and Midas (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 Sandy Lane Auto most often (50% of its answers), Claude Midas (58%) and Gemini Park Muffler (83%). 5 of the 22 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, 36% 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/edmonton"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/edmonton.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Edmonton, 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 auto repair shop in Edmonton?
2My check engine light is on. Which mechanic in Edmonton would you recommend?
3Which auto repair shop in Edmonton is honest and fairly priced?
4I need new brakes on my car in Edmonton. 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.