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AI Visibility Index · September 2026

Car repair shops in Rotterdam that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Rotterdam, three times each, in Dutch, and counted who they named. These are the businesses named in two or more of the 36 answers.

Check whether AI names youSee the ranking

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Car repair shops · Rotterdam
36%of answers named Autoservice Rotterdam
Answers
36
Businesses named
25
Named only once
13
Named by 2+ assistants
6 of 12
Named again on a rerun
52%

Edition September 2026. Download the data

Asked for car repair shops in Rotterdam, ChatGPT, Claude and Gemini most often named Autoservice Rotterdam (36% of answers), KwikFit (36%) and Euromaster (25%). Across 36 answers they named 25 different businesses, 13 of them only once. Each of four buyer questions was asked three times, in Dutch, in September 2026.

The ranking

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.

Car repair shops in Rotterdam named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Autoservice RotterdamAlso written Garage RotterdamIs this your business?36%95%: 23 to 52%8%0%100%4 of 41.3
2KwikFitAlso written KwikFit Rotterdam, Kwik-Fit RotterdamIs this your business?36%95%: 23 to 52%83%17%8%4 of 41.9
3EuromasterAlso written Euromaster RotterdamIs this your business?25%95%: 14 to 41%58%17%0%3 of 42.2
4Autobedrijf de JongAlso written Garagebedrijf De Jong, Garagebedrijf de JongIs this your business?25%95%: 14 to 41%0%0%75%3 of 43.4
5ProfileAlso written Profile Rotterdam, Profile Autoservice Rotterdam, Profile Car & Tyres Service Rotterdam, Profile TyrecenterIs this your business?22%95%: 12 to 38%50%8%8%2 of 42.8
6Bosch Car ServiceAlso written Bosch Car Service RotterdamIs this your business?11%95%: 4 to 25%25%8%0%3 of 41.5
7Autobedrijf Van der WindtAlso written Autobedrijf van der Windt, Garagebedrijf Van der WindtIs this your business?11%95%: 4 to 25%0%0%33%3 of 42.3
8Autoservice RijnmondAlso written Garagebedrijf RijnmondIs this your business?11%95%: 4 to 25%0%0%33%2 of 44
9Autobedrijf van der WulpAlso written Autobedrijf Van der WulpIs this your business?8%95%: 3 to 22%0%0%25%3 of 42.3
10Garage de LierIs this your business?6%95%: 2 to 18%0%0%17%1 of 41
11Autobedrijf van der KooijAlso written Bosch Car Service Autobedrijf van der KooijIs this your business?6%95%: 2 to 18%8%0%8%1 of 41.5
12Autobedrijf De ToekomstAlso written Garage de ToekomstIs this your business?6%95%: 2 to 18%0%0%17%1 of 42.5

Each assistant column is the share of that assistant's 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. 13 more names came up in a single answer and are counted above but not listed.

Is this your business?

See what the assistants say about your business today. The free checker asks ChatGPT, Claude, Gemini and Grok two of the Index questions for this category, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up.

Check your businessNamed above? Add the badgeWhat the audit does

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
1KwikFit83%KwikFit17%Autoservice Rotterdam100%
2Euromaster58%Euromaster17%Autobedrijf de Jong75%
3Profile50%Profile8%Autobedrijf Van der Windt33%
4Bosch Car Service25%Bosch Car Service8%Autoservice Rijnmond33%
5Autoservice Rotterdam8%No other name twiceAutobedrijf van der Wulp25%

Claude named no business in 10 of its 12 answers.

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 Rotterdam, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/car-repair/rotterdam"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/rotterdam.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Rotterdam, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Dutch. 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. 1Wat is de beste garage voor autoreparaties in Rotterdam?What is the best auto repair shop in Rotterdam?
  2. 2Mijn motorstoringslampje brandt. Welke monteur in Rotterdam zou je aanraden?My check engine light is on. Which mechanic in Rotterdam would you recommend?
  3. 3Welke garage in Rotterdam is eerlijk en rekent een redelijke prijs?Which auto repair shop in Rotterdam is honest and fairly priced?
  4. 4Ik heb in Rotterdam nieuwe remmen voor mijn auto nodig. Waar kan ik hem het beste naartoe brengen?I need new brakes on my car in Rotterdam. 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 the Netherlands. From the AI Source Map: 5 answers.

See every site for this category
123auto.nl
Read in 80% of the answers
aumacon.nl
Read in 80% of the answers
reddit.com
Read in 80% of the answers

Elsewhere in the Index

Car repair shops elsewhere
AmsterdamThe HagueUtrechtAntwerpGhentAarhus
Also in Rotterdam
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Run the free AI scanRead the method

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