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AI Visibility Index · September 2026

Electricians in Munich that AI assistants recommend

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

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

Electricians · Munich
25%of answers named Elektro-Innung München
Answers
36
Businesses named
29
Named only once
18
Named by 2+ assistants
3 of 11
Named again on a rerun
40%

Edition September 2026. Download the data

Asked for electricians in Munich, ChatGPT, Claude and Gemini most often named Elektro-Innung München (25% of answers), Elektro-Service München GmbH (25%) and Elektro-Technik-München (22%). Across 36 answers they named 29 different businesses, 18 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.

Electricians in Munich named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Elektro-Innung MünchenIs this your business?25%95%: 14 to 41%0%0%75%3 of 41.7
2Elektro-Service München GmbHAlso written Elektro Service München, Elektroservice MünchenIs this your business?25%95%: 14 to 41%0%0%75%4 of 42.2
3Elektro-Technik-MünchenAlso written Elektro-Technik-München GmbHIs this your business?22%95%: 12 to 38%0%0%67%3 of 43.3
4Stadtwerke MünchenAlso written Stadtwerke München GmbHIs this your business?17%95%: 8 to 32%50%0%0%2 of 41.3
5Elektro-Schmid GmbHAlso written Elektro Schmid GmbHIs this your business?17%95%: 8 to 32%8%0%42%3 of 44.3
6Elektro Hieber GmbHIs this your business?14%95%: 6 to 29%17%0%25%3 of 41.6
7Elektro-Notdienst MünchenAlso written Elektro Notdienst MünchenIs this your business?11%95%: 4 to 25%0%8%25%1 of 41.3
8Elektro Kagerer GmbHIs this your business?6%95%: 2 to 18%17%0%0%2 of 42
9The Mobility House GmbHAlso written The Mobility HouseIs this your business?6%95%: 2 to 18%17%0%0%1 of 42
10Stadtwerke München (SWM) - PartnerbetriebeAlso written Stadtwerke München - Partnerbetriebe, SWM - PartnerbetriebeIs this your business?6%95%: 2 to 18%0%0%17%1 of 43
11Elektro-Hofmann GmbHIs this your business?6%95%: 2 to 18%0%0%17%1 of 44.5

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. 18 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.

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
1Stadtwerke München50%Elektro-Notdienst München8%Elektro-Innung München75%
2Elektro Hieber GmbH17%No other name twiceElektro-Service München GmbH75%
3Elektro Kagerer GmbH17%Elektro-Technik-München67%
4The Mobility House GmbH17%Elektro-Schmid GmbH42%
5Elektro-Schmid GmbH8%Elektro Hieber GmbH25%

ChatGPT named no business in 2 of its 12 answers. Claude named no business in 11 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.

Named by AI assistants: Electricians in Munich, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/electricians/munich"><img src="https://aigrow.gg/badges/index/2026-09/electricians/munich.svg" width="312" height="100" alt="Named by AI assistants: Electricians in Munich, 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. 1Wer ist der beste Elektriker in München?Who is the best electrician in Munich?
  2. 2Ich brauche in München einen Elektriker, der eine alte Wohnung neu verkabelt. Wen würdest du empfehlen?I need an electrician in Munich to rewire an old apartment. Who would you recommend?
  3. 3Der Strom ist in meinem Haus in München ausgefallen. Welchen Elektriker-Notdienst sollte ich anrufen?The power went out in my house in Munich. Which emergency electrician should I call?
  4. 4Welcher Elektriker in München kann bei mir zu Hause eine Wallbox installieren?Which electrician in Munich can install a wallbox at home?

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 Germany. From the AI Source Map: 8 answers.

trustlocal.de
Read in 100% of the answers
reddit.com
Read in 88% of the answers
deutschlands-experten.de
Read in 75% of the answers

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.

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