Car repair shops in Ottawa that AI assistants recommend

Preston Automotive is named most, in 33% of 36 answers.

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

  1. 1Preston Automotive33%

    95%: 20 to 50%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    100%
    Questions
    4 of 4
    Avg. position
    1.1

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Gemini
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Gemini
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Ottawa. Where should I take it?, from Gemini
    Is this your business?
  2. 2Midas31%

    95%: 18 to 47%

    ChatGPT
    25%
    Claude
    42%
    Gemini
    25%
    Questions
    2 of 4
    Avg. position
    2.1

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT, Claude and Gemini

    Also written Midas Ottawa

    Is this your business?
  3. 3Takaki Automotive28%

    95%: 16 to 44%

    ChatGPT
    83%
    Claude
    0%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    1

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from ChatGPT
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from ChatGPT
    • Which auto repair shop in Ottawa is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT
    Is this your business?
  4. 4Bank Street Mazda28%

    95%: 16 to 44%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    83%
    Questions
    4 of 4
    Avg. position
    1.9

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Gemini
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Gemini
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Ottawa. Where should I take it?, from Gemini
    Is this your business?
  5. 5Canadian Tire Auto Service19%

    95%: 10 to 35%

    ChatGPT
    25%
    Claude
    33%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT and Claude

    Also written Canadian Tire Auto Service Ottawa

    Is this your business?
  6. 6Wagorn Garage14%

    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 Ottawa?, from ChatGPT
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from ChatGPT
    • Which auto repair shop in Ottawa is honest and fairly priced?, from ChatGPT
    Is this your business?
  7. 7Bank Street Auto Centre11%

    95%: 4 to 25%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    17%
    Questions
    2 of 4
    Avg. position
    3.3

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude and Gemini

    Also written Bank Street Auto Service, Bank Street Auto Care

    Is this your business?
  8. 8NAPA AUTOPRO11%

    95%: 4 to 25%

    ChatGPT
    8%
    Claude
    25%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    4.5

    Named in answers to

    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT and Claude

    Also written NAPA AUTOPRO Ottawa

    Is this your business?
  9. 9Parker Auto Care8%

    95%: 3 to 22%

    ChatGPT
    25%
    Claude
    0%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    2.3

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from ChatGPT
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from ChatGPT
    • Which auto repair shop in Ottawa is honest and fairly priced?, from ChatGPT
    Is this your business?
  10. 10Wallace Service Centre8%

    95%: 3 to 22%

    ChatGPT
    25%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.3

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from ChatGPT
    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT
    Is this your business?
  11. 11Jerry's Auto Repair8%

    95%: 3 to 22%

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

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Gemini
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Gemini
    Is this your business?
  12. 12M&G Auto Repair8%

    95%: 3 to 22%

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

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Gemini
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Gemini
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Gemini
    Is this your business?
  13. 13OK Tire8%

    95%: 3 to 22%

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

    Named in answers to

    • I need new brakes on my car in Ottawa. Where should I take it?, from Claude

    Also written OK Tire Ottawa

    Is this your business?
  14. 14Hunt Club Auto Service8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3.3

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude
    Is this your business?
  15. 15Orleans Auto Clinic8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    3.3

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Claude
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude
    Is this your business?
  16. 16Orleans Auto Service8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    3.3

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Claude
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude
    Is this your business?
  17. 17Rideau Auto Centre8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    3 of 4
    Avg. position
    3.3

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Claude
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude

    Also written Rideau Auto Service, Rideau Automotive

    Is this your business?
  18. 18Kal Tire8%

    95%: 3 to 22%

    ChatGPT
    8%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    3.7

    Named in answers to

    • I need new brakes on my car in Ottawa. Where should I take it?, from ChatGPT and Claude

    Also written Kal Tire Ottawa

    Is this your business?
  19. 19Minute Muffler & Brake8%

    95%: 3 to 22%

    ChatGPT
    0%
    Claude
    25%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    5

    Named in answers to

    • I need new brakes on my car in Ottawa. Where should I take it?, from Claude

    Also written Minute Muffler & Brake Ottawa

    Is this your business?
  20. 20Birchwood Automotive6%

    95%: 2 to 18%

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

    Named in answers to

    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude
    • Which auto repair shop in Ottawa is honest and fairly priced?, from Claude
    Is this your business?
  21. 21Myers Automotive6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.5

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Claude
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude

    Also written Myers Automotive Group

    Is this your business?
  22. 22AutoWorks Ottawa6%

    95%: 2 to 18%

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

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from Gemini
    Is this your business?
  23. 23Birchcliff Automotive6%

    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 auto repair shop in Ottawa?, from Claude
    • My check engine light is on. Which mechanic in Ottawa would you recommend?, from Claude

    Also written Birchcliff Auto Service

    Is this your business?
  24. 24Franco Garage6%

    95%: 2 to 18%

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

    Named in answers to

    • What is the best auto repair shop in Ottawa?, from ChatGPT
    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. 29 more names came up in a single answer and are counted above but not listed.

Car repair shops in Ottawa: is this your field?

53different names in 36 answers, 29 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 Ottawa, ChatGPT, Claude and Gemini named Preston Automotive most often, in 33% of answers (its AI Recommendation Rate), then Midas (31%) and Takaki Automotive (28%). Across 36 answers they named 53 different businesses, 29 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 · Ottawa

33% of answers named Preston Automotive

Answers
36
Businesses named
53
Named only once
29
Named by 2+ assistants
5 of 24
Named again on a rerun
44%

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
1Takaki Automotive83%Midas42%Preston Automotive100%
2Wagorn Garage42%Canadian Tire Auto Service33%Bank Street Mazda83%
3Midas25%NAPA AUTOPRO25%Midas25%
4Canadian Tire Auto Service25%OK Tire25%Jerry's Auto Repair25%
5Parker Auto Care25%Hunt Club Auto Service25%M&G Auto Repair25%

Questions about car repair shops in Ottawa

ChatGPT, Claude and Gemini named Preston Automotive most often, in 33% of 36 answers, then Midas (31%) and Takaki Automotive (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 Takaki Automotive most often (83% of its answers), Claude Midas (42%) and Gemini Preston Automotive (100%). 5 of the 24 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, 44% 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.

Named by AI assistants: Car repair shops in Ottawa, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/car-repair/ottawa"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/ottawa.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Ottawa, 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 auto repair shop in Ottawa?
  2. 2My check engine light is on. Which mechanic in Ottawa would you recommend?
  3. 3Which auto repair shop in Ottawa is honest and fairly priced?
  4. 4I need new brakes on my car in Ottawa. Where should I take it?

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 Canada. From the AI Source Map: 5 answers.

threebestrated.ca
Read in 100% of the answers
loc8nearme.com
Read in 80% of the answers
birdeye.com
Read in 80% of the answers

AI Visibility Index

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

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

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

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