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AI Visibility Index · September 2026

Roofers in New York that AI assistants recommend

We asked ChatGPT and Claude the four questions a buyer asks when looking for roofers in New York, three times each, in English, and counted who they named. These are the businesses named in two or more of the 24 answers.

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

Roofers · New York
42%of answers named Skyward Roofing
Answers
24
Businesses named
48
Named only once
38
Named by 2+ assistants
7 of 10
Named again on a rerun
10%

Edition September 2026. Download the data

Asked for roofers in New York, ChatGPT and Claude most often named Skyward Roofing (42% of answers), Mr. Roof (21%) and Blue Nail Roofing & Siding (17%). Across 24 answers they named 48 different businesses, 38 of them only once. Each of four buyer questions was asked three times, in English, in September 2026.

The ranking

Share is the fraction of the 24 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 New York named by AI assistants, September 2026
#BusinessShareChatGPTClaudeQuestionsAvg. position
1Skyward Roofing42%95%: 25 to 61%42%42%4 of 42.1
2Mr. Roof21%95%: 9 to 41%17%25%3 of 42.4
3Blue Nail Roofing & Siding17%95%: 7 to 36%8%25%3 of 42.3
4Penyak Roofing17%95%: 7 to 36%17%17%4 of 42.3
5P.J. Fitzpatrick, Inc.8%95%: 2 to 26%17%0%1 of 41
6Ridgewood Roofing & Siding8%95%: 2 to 26%8%8%2 of 41
7Alpine Roofing8%95%: 2 to 26%17%0%2 of 42
8SAS Roofing & Waterproofing8%95%: 2 to 26%0%17%1 of 42
9Citywide Roofing & Gutters8%95%: 2 to 26%8%8%1 of 42.5
10Erie Home8%95%: 2 to 26%8%8%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. 38 more names came up in a single answer and are counted above but not listed.

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.

#ChatGPTClaude
1Skyward Roofing42%Skyward Roofing42%
2Mr. Roof17%Mr. Roof25%
3Penyak Roofing17%Blue Nail Roofing & Siding25%
4P.J. Fitzpatrick, Inc.17%Penyak Roofing17%
5Alpine Roofing17%SAS Roofing & Waterproofing17%

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 New York, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/roofers/new-york"><img src="https://aigrow.gg/badges/index/2026-09/roofers/new-york.svg" width="312" height="100" alt="Named by AI assistants: Roofers in New York, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant through its API. 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. 1Who is the best roofer in New York?
  2. 2My roof is leaking in New York. Which roofing company should I call?
  3. 3Which roofing contractor in New York would you recommend for a full roof replacement?
  4. 4Which roofer in New York 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
24 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 · data under CC BY 4.0