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AI Visibility Index · September 2026

Roofers in Kraków that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for roofers in Kraków, three times each, in Polish, 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.

Roofers · Kraków
28%of answers named Dachy Kraków - Usługi Dekarskie
Answers
36
Businesses named
18
Named only once
7
Named by 2+ assistants
0 of 11
Named again on a rerun
39%

Edition September 2026. Download the data

Asked for roofers in Kraków, ChatGPT, Claude and Gemini most often named Dachy Kraków - Usługi Dekarskie (28% of answers), Dach-System (25%) and Dach-Bud (14%). Across 36 answers they named 18 different businesses, 7 of them only once. Each of four buyer questions was asked three times, in Polish, 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.

Roofers in Kraków named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Dachy Kraków - Usługi DekarskieIs this your business?28%95%: 16 to 44%0%0%83%4 of 41
2Dach-SystemAlso written Dach-System Kraków, Dekarstwo Kraków - Dach-System, Dachy Kraków - Firma Dekarska Dach-System, Firma Dekarska - Dach-SystemIs this your business?25%95%: 14 to 41%0%0%75%4 of 42.3
3Dach-BudAlso written Dachy-Kraków.pl, Dach-Bud Kraków, Dachy-Bud, Dekarstwo i Blacharstwo - Firma Dach-Bud KrakówIs this your business?14%95%: 6 to 29%0%0%42%3 of 43
4Dach-ExpertAlso written Dach-Expert Kraków, Dachy-Expert Kraków, Dekarstwo Kompleksowe - Dach-Expert Kraków, Firma Dekarska "Dach-Expert", Firma Dekarska Dach-Expert KrakówIs this your business?14%95%: 6 to 29%0%0%42%4 of 44
5Krzysztof WójcikAlso written Dekarstwo i Blacharstwo Budowlane - Krzysztof Wójcik, Dekarstwo Krzysztof WójcikIs this your business?6%95%: 2 to 18%0%0%17%1 of 42
6Dekarstwo-KrakówIs this your business?6%95%: 2 to 18%0%0%17%2 of 42.5
7Krzysztof KaczmarczykAlso written Dekarstwo - Krzysztof Kaczmarczyk, Usługi Dekarskie - Krzysztof KaczmarczykIs this your business?6%95%: 2 to 18%0%0%17%2 of 43
8Pogotowie Dekarskie KrakówAlso written Usługi Dekarskie - Pogotowie Dekarskie KrakówIs this your business?6%95%: 2 to 18%0%0%17%1 of 43.5
9Usługi Dekarskie - Krzysztof NowakIs this your business?6%95%: 2 to 18%0%0%17%2 of 43.5
10Krak-DachAlso written Krak-Dach Serwis, Krak-Dach Usługi DekarskieIs this your business?6%95%: 2 to 18%0%0%17%2 of 44
11Marek NowakAlso written Usługi Dekarskie - Marek Nowak, Usługi Dekarsko-Blacharskie - Marek NowakIs this your business?6%95%: 2 to 18%0%0%17%2 of 44

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. 7 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
1Named no businessNamed no businessDachy Kraków - Usługi Dekarskie83%
2Dach-System75%
3Dach-Bud42%
4Dach-Expert42%
5Krzysztof Wójcik17%

ChatGPT named no business in any of its 12 answers. Claude named no business in any 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: Roofers in Kraków, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/roofers/krakow"><img src="https://aigrow.gg/badges/index/2026-09/roofers/krakow.svg" width="312" height="100" alt="Named by AI assistants: Roofers in Kraków, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Polish. 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. 1Kto jest najlepszym dekarzem w Krakowie?Who is the best roofer in Kraków?
  2. 2Mój dach przecieka w Krakowie. Do której firmy dekarskiej najlepiej zadzwonić?My roof is leaking in Kraków. Which roofing company should I call?
  3. 3Którą firmę dekarską w Krakowie polecasz do całkowitej wymiany dachu?Which roofing contractor in Kraków would you recommend for a full roof replacement?
  4. 4Który dekarz w Krakowie może sprawdzić mój dach po burzy?Which roofer in Kraków can inspect my roof after a storm?

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.

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