Car repair shops in Uppsala that AI assistants recommend

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

Mekonomen is named most, in 100% of 36 answers.

The ranking

AI Recommendation Rate

1Mekonomen100%
95%: 90 to 100%
ChatGPT
100%
Claude
100%
Gemini
100%
Questions
4 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Uppsala?, from ChatGPT, Claude and Gemini
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from ChatGPT, Claude and Gemini
- Which auto repair shop in Uppsala is honest and fairly priced?, from ChatGPT, Claude and Gemini
- I need new brakes on my car in Uppsala. Where should I take it?, from ChatGPT, Claude and Gemini
Also written Mekonomen Bilverkstad Uppsala, Mekonomen Uppsala, Bilservice i Uppsala, Mekonomen Bilverkstad
Is this your business?
2Autoexperten42%
95%: 27 to 58%
ChatGPT
42%
Claude
8%
Gemini
75%
Questions
4 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude and Gemini
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from ChatGPT and Gemini
- Which auto repair shop in Uppsala is honest and fairly priced?, from ChatGPT and Gemini
- I need new brakes on my car in Uppsala. Where should I take it?, from ChatGPT and Gemini
Also written Autoexperten Uppsala, Autoexperten Bilverkstad Uppsala, Autoexperten Bilverkstad
Is this your business?
3Euromaster Uppsala33%
95%: 20 to 50%
ChatGPT
0%
Claude
100%
Gemini
0%
Questions
4 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from Claude
- Which auto repair shop in Uppsala is honest and fairly priced?, from Claude
- I need new brakes on my car in Uppsala. Where should I take it?, from Claude
Is this your business?
4Bilia33%
95%: 20 to 50%
ChatGPT
50%
Claude
33%
Gemini
17%
Questions
4 of 4
Avg. position
3.1
Named in answers to
- What is the best auto repair shop in Uppsala?, from ChatGPT, Claude and Gemini
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from ChatGPT, Claude and Gemini
- Which auto repair shop in Uppsala is honest and fairly priced?, from Claude
- I need new brakes on my car in Uppsala. Where should I take it?, from ChatGPT and Claude
Also written Bilia Uppsala
Is this your business?
5MECA Bilservice Uppsala31%
95%: 18 to 47%
ChatGPT
92%
Claude
0%
Gemini
0%
Questions
4 of 4
Avg. position
2.4
Named in answers to
- What is the best auto repair shop in Uppsala?, from ChatGPT
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from ChatGPT
- Which auto repair shop in Uppsala is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Uppsala. Where should I take it?, from ChatGPT
Also written Meca Bilservice Uppsala
Is this your business?
6Uppsala Bilverkstad31%
95%: 18 to 47%
ChatGPT
0%
Claude
50%
Gemini
42%
Questions
4 of 4
Avg. position
2.4
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude and Gemini
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from Claude
- Which auto repair shop in Uppsala is honest and fairly priced?, from Claude and Gemini
- I need new brakes on my car in Uppsala. Where should I take it?, from Claude and Gemini
Is this your business?
7OKQ814%
95%: 6 to 29%
ChatGPT
0%
Claude
42%
Gemini
0%
Questions
3 of 4
Avg. position
4
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude
- My check engine light is on. Which mechanic in Uppsala would you recommend?, from Claude
- I need new brakes on my car in Uppsala. Where should I take it?, from Claude
Also written OKQ8 Uppsala, OKQ8 Bilverkstad Uppsala, OKQ8 Släpvagnscenter Uppsala, OKQ8 Verkstad Uppsala
Is this your business?
8Uppsala Bilcenter6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
2
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude
- Which auto repair shop in Uppsala is honest and fairly priced?, from Claude
Is this your business?
9Uppsala Bilcentrum6%
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 Uppsala?, from Claude
- I need new brakes on my car in Uppsala. Where should I take it?, from Claude
Is this your business?
10Uppsala Bilservice6%
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 Uppsala would you recommend?, from Claude
- I need new brakes on my car in Uppsala. Where should I take it?, from Claude
Is this your business?
11Bilverkstaden i Uppsala AB6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
4
Named in answers to
- What is the best auto repair shop in Uppsala?, from Claude
- Which auto repair shop in Uppsala is honest and fairly priced?, from Claude
Is this your business?
12Toyota Center Uppsala6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
5
Named in answers to
- What is the best auto repair shop in Uppsala?, 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. 16 more names came up in a single answer and are counted above but not listed.

Car repair shops in Uppsala: is this your field?

28different names in 36 answers, 16 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 Uppsala, ChatGPT, Claude and Gemini named Mekonomen most often, in 100% of answers (its AI Recommendation Rate), then Autoexperten (42%) and Euromaster Uppsala (33%). Across 36 answers they named 28 different businesses, 16 of them only once. Each of four buyer questions was asked three times, in Swedish, 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.

100% of answers named Mekonomen

Answers: 36
Businesses named: 28
Named only once: 16
Named by 2+ assistants: 4 of 12
Named again on a rerun: 53%

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	Mekonomen100%	Mekonomen100%	Mekonomen100%
2	MECA Bilservice Uppsala92%	Euromaster Uppsala100%	Autoexperten75%
3	Bilia50%	Uppsala Bilverkstad50%	Uppsala Bilverkstad42%
4	Autoexperten42%	OKQ842%	Bilia17%
5	No other name twice	Bilia33%	No other name twice

Questions about car repair shops in Uppsala

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Mekonomen most often, in 100% of 36 answers, then Autoexperten (42%) and Euromaster Uppsala (33%). 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.

On the first name, yes: each of them named Mekonomen most often. 4 of the 12 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, 53% 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/uppsala"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/uppsala.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Uppsala, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Swedish. 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.

1Vilken är den bästa bilverkstaden i Uppsala?What is the best auto repair shop in Uppsala?
2Motorlampan lyser på bilen. Vilken bilmekaniker i Uppsala rekommenderar du?My check engine light is on. Which mechanic in Uppsala would you recommend?
3Vilken bilverkstad i Uppsala är ärlig och har rimliga priser?Which auto repair shop in Uppsala is honest and fairly priced?
4Jag behöver byta bromsar på bilen i Uppsala. Vart ska jag lämna den?I need new brakes on my car in Uppsala. 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.