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Car repair shops in Quebec City that AI assistants recommend

NAPA AUTOPRO is named most, in 31% of 36 answers.

The ranking

AI Recommendation Rate

Car repair shops in Quebec City named by AI assistants, November 2026

  1. 1NAPA AUTOPRO31%

    95%: 18 to 47%

    ChatGPT
    83%
    Claude
    8%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    1.6

    Named in answers to

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

    Also written NAPA AUTOPRO Québec

    Is this your business?
  2. 2Midas25%

    95%: 14 to 41%

    ChatGPT
    42%
    Claude
    33%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    1.9

    Named in answers to

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

    Also written Midas Québec

    Is this your business?
  3. 3Point S19%

    95%: 10 to 35%

    ChatGPT
    50%
    Claude
    8%
    Gemini
    0%
    Questions
    4 of 4
    Avg. position
    2.6

    Named in answers to

    • What is the best auto repair shop in Quebec City?, from ChatGPT
    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from ChatGPT
    • Which auto repair shop in Quebec City is honest and fairly priced?, from ChatGPT
    • I need new brakes on my car in Quebec City. Where should I take it?, from ChatGPT and Claude
    Is this your business?
  4. 4Mécanique Expert17%

    95%: 8 to 32%

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

    Named in answers to

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

    Also written Mécanique Expert Québec

    Is this your business?
  5. 5Canadian Tire17%

    95%: 8 to 32%

    ChatGPT
    17%
    Claude
    33%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    3

    Named in answers to

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

    Also written Canadian Tire Québec, Canadian Tire - Centre d'auto, Canadian Tire Auto Service

    Is this your business?
  6. 6Garage Jean-Guy Roy & Fils14%

    95%: 6 to 29%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    42%
    Questions
    3 of 4
    Avg. position
    2.2

    Named in answers to

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

    Also written Garage Jean-Guy Roy

    Is this your business?
  7. 7Garage Michel & Fils11%

    95%: 4 to 25%

    ChatGPT
    0%
    Claude
    0%
    Gemini
    33%
    Questions
    3 of 4
    Avg. position
    1.8

    Named in answers to

    • What is the best auto repair shop in Quebec City?, from Gemini
    • Which auto repair shop in Quebec City is honest and fairly priced?, from Gemini
    • I need new brakes on my car in Quebec City. Where should I take it?, from Gemini
    Is this your business?
  8. 8Garage M.G. Auto8%

    95%: 3 to 22%

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

    Named in answers to

    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from Gemini
    • I need new brakes on my car in Quebec City. Where should I take it?, from Gemini
    Is this your business?
  9. 9Auto-Mécanique Ste-Foy8%

    95%: 3 to 22%

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

    Named in answers to

    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from Gemini
    • I need new brakes on my car in Quebec City. Where should I take it?, from Gemini
    Is this your business?
  10. 10M Mécanique 3608%

    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 Quebec City?, from ChatGPT
    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from ChatGPT
    • Which auto repair shop in Quebec City is honest and fairly priced?, from ChatGPT
    Is this your business?
  11. 11OK Pneus8%

    95%: 3 to 22%

    ChatGPT
    25%
    Claude
    0%
    Gemini
    0%
    Questions
    2 of 4
    Avg. position
    2.7

    Named in answers to

    • What is the best auto repair shop in Quebec City?, from ChatGPT
    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from ChatGPT
    Is this your business?
  12. 12Garage Michel Bédard6%

    95%: 2 to 18%

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

    Named in answers to

    • What is the best auto repair shop in Quebec City?, from Gemini
    • Which auto repair shop in Quebec City is honest and fairly priced?, from Gemini
    Is this your business?
  13. 13Garage du Plateau6%

    95%: 2 to 18%

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

    Named in answers to

    • My check engine light is on. Which mechanic in Quebec City would you recommend?, from Gemini
    • Which auto repair shop in Quebec City is honest and fairly priced?, from Gemini
    Is this your business?
  14. 14Garage St-Sacrement6%

    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 Quebec City?, from Gemini
    • Which auto repair shop in Quebec City is honest and fairly priced?, from Gemini
    Is this your business?
  15. 15Garage M.P. Auto6%

    95%: 2 to 18%

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

    Named in answers to

    • What is the best auto repair shop in Quebec City?, from Claude
    • I need new brakes on my car in Quebec City. Where should I take it?, from Gemini

    Also written Centre Auto M.P.

    Is this your business?
  16. 16Monsieur Muffler Québec6%

    95%: 2 to 18%

    ChatGPT
    0%
    Claude
    17%
    Gemini
    0%
    Questions
    1 of 4
    Avg. position
    3.5

    Named in answers to

    • I need new brakes on my car in Quebec City. 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. 37 more names came up in a single answer and are counted above but not listed.

Car repair shops in Quebec City: is this your field?

53different names in 36 answers, 37 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 Quebec City, ChatGPT, Claude and Gemini named NAPA AUTOPRO most often, in 31% of answers (its AI Recommendation Rate), then Midas (25%) and Point S (19%). Across 36 answers they named 53 different businesses, 37 of them only once. Each of four buyer questions was asked three times, in French, 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 · Quebec City

31% of answers named NAPA AUTOPRO

Answers
36
Businesses named
53
Named only once
37
Named by 2+ assistants
5 of 16
Named again on a rerun
24%

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
1NAPA AUTOPRO83%Midas33%Mécanique Expert50%
2Point S50%Canadian Tire33%Garage Jean-Guy Roy & Fils42%
3Midas42%Monsieur Muffler Québec17%Garage Michel & Fils33%
4M Mécanique 36025%NAPA AUTOPRO8%Garage M.G. Auto25%
5OK Pneus25%Point S8%Auto-Mécanique Ste-Foy25%

Claude named no business in 4 of its 12 answers.

Questions about car repair shops in Quebec City

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named NAPA AUTOPRO most often, in 31% of 36 answers, then Midas (25%) and Point S (19%). 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 NAPA AUTOPRO most often (83% of its answers), Claude Midas (33%) and Gemini Mécanique Expert (50%). 5 of the 16 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, 24% 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 Quebec City, AIGROW AI Visibility Index, November 2026
<a href="https://aigrow.gg/index/car-repair/quebec-city"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/quebec-city.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Quebec City, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in French. 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. 1Quel est le meilleur garage à Québec ?What is the best auto repair shop in Quebec City?
  2. 2Mon voyant moteur est allumé. Quel mécanicien à Québec me recommandes-tu ?My check engine light is on. Which mechanic in Quebec City would you recommend?
  3. 3Quel garage à Québec est honnête et propose des prix raisonnables ?Which auto repair shop in Quebec City is honest and fairly priced?
  4. 4J’ai besoin de faire changer les freins de ma voiture à Québec. Quel garage me conseilles-tu ?I need new brakes on my car in Quebec City. 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 Canada. From the AI Source Map: 5 answers.

See every site for this category
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

Elsewhere in the Index

Car repair shops elsewhere
CalgaryEdmontonMontrealOttawaTorontoVancouver
Also in Quebec City
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

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

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

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Read the method

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