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AI Visibility Index · September 2026

Car repair shops in Vienna that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for car repair shops in Vienna, three times each, in German, 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 · Vienna
39%of answers named ÖAMTC
Answers
36
Businesses named
49
Named only once
31
Named by 2+ assistants
8 of 18
Named again on a rerun
40%

Edition September 2026. Download the data

Asked for car repair shops in Vienna, ChatGPT, Claude and Gemini most often named ÖAMTC (39% of answers), A.T.U (31%) and Lucky Car (28%). Across 36 answers they named 49 different businesses, 31 of them only once. Each of four buyer questions was asked three times, in German, 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 Vienna named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1ÖAMTCAlso written ÖAMTC Fahrtechnik & Werkstatt Wien, ÖAMTC Stützpunkte, ÖAMTC Fahrzeugservice, ÖAMTC Fahrzeugtechnik Wien, ÖAMTC Prüfzentrum, ÖAMTC Prüfzentrum Wien ErdbergIs this your business?39%95%: 25 to 55%50%42%25%4 of 42.1
2A.T.UAlso written A.T.U Wien, ATU, ATU Auto-Teile-Unger, A.T.U Auto-Teile-Unger, ATU WienIs this your business?31%95%: 18 to 47%33%33%25%3 of 42.6
3Lucky CarIs this your business?28%95%: 16 to 44%83%0%0%4 of 41.6
4ForstingerAlso written Forstinger Auto-Service Wien, Forstinger Werkstatt WienIs this your business?22%95%: 12 to 38%50%17%0%3 of 42.1
5ARBÖ Prüfzentrum WienIs this your business?19%95%: 10 to 35%25%33%0%3 of 41.4
6Auto-Service-WienAlso written Auto-Service Wien, KFZ-Werkstatt 11. Bezirk - Auto-Service-WienIs this your business?19%95%: 10 to 35%0%0%58%4 of 43.7
7Kfz-Technik & Karosseriebau Ing. Robert KautzAlso written KFZ-Technik & Karosseriebau Ing. Robert KautzIs this your business?11%95%: 4 to 25%0%0%33%2 of 41
8pitstopAlso written pitstop Wien, PitstopIs this your business?11%95%: 4 to 25%0%25%8%2 of 44
9Autowerkstatt 1100Also written Auto-Werkstatt 1100Is this your business?8%95%: 3 to 22%0%0%25%2 of 42.3
10Ing. Hannes KautzAlso written Autowerkstatt 1030, KFZ-Meisterbetrieb Ing. Hannes KautzIs this your business?8%95%: 3 to 22%0%0%25%2 of 43
11Peter WimmerAlso written Autowerkstatt 1100 Wien - KFZ-Technik & Service, KFZ-Meisterbetrieb Peter Wimmer, KFZ-Technik WiedenIs this your business?8%95%: 3 to 22%0%0%25%2 of 43
12Bosch Car ServiceAlso written Bosch Service, Bosch Car Service WienIs this your business?8%95%: 3 to 22%0%8%17%1 of 43.3
13Porsche WienAlso written Porsche Wien LiesingIs this your business?8%95%: 3 to 22%8%8%8%2 of 43.3
14ARBÖ PartnerwerkstättenAlso written ARBÖ-WerkstattpartnerIs this your business?6%95%: 2 to 18%0%17%0%1 of 41
15Pappas WienIs this your business?6%95%: 2 to 18%0%17%0%1 of 43
16Autowerkstatt 1220 - KFZ-Technik & ServiceIs this your business?6%95%: 2 to 18%0%0%17%2 of 43.5
17Auto-Service-Center WienIs this your business?6%95%: 2 to 18%0%0%17%2 of 45
18DenzelAlso written Denzel Wien, KFZ-Werkstatt & Abschleppdienst - Autohaus DenzelIs this your business?6%95%: 2 to 18%0%8%8%2 of 45

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. 31 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
1Lucky Car83%ÖAMTC42%Auto-Service-Wien58%
2ÖAMTC50%A.T.U33%Kfz-Technik & Karosseriebau Ing. Robert Kautz33%
3Forstinger50%ARBÖ Prüfzentrum Wien33%ÖAMTC25%
4A.T.U33%pitstop25%A.T.U25%
5ARBÖ Prüfzentrum Wien25%Forstinger17%Autowerkstatt 110025%

Claude named no business in 6 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 Vienna, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/car-repair/vienna"><img src="https://aigrow.gg/badges/index/2026-09/car-repair/vienna.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Vienna, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in German. 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. 1Was ist die beste Autowerkstatt in Wien?What is the best auto repair shop in Vienna?
  2. 2Meine Motorkontrollleuchte leuchtet. Welchen Mechaniker in Wien würdest du empfehlen?My check engine light is on. Which mechanic in Vienna would you recommend?
  3. 3Welche Autowerkstatt in Wien ist ehrlich und hat faire Preise?Which auto repair shop in Vienna is honest and fairly priced?
  4. 4Ich brauche neue Bremsen für mein Auto in Wien. Wo sollte ich damit hingehen?I need new brakes on my car in Vienna. 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.

Elsewhere in the Index

Car repair shops elsewhere
GrazSalzburgBaselBerlinBernCologne
Also in Vienna
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