AI Answer Index

Which roofing contractors does AI recommend in New York City?

What each AI assistant actually answered, stored verbatim and dated.

The question we asked, verbatim

“What are the best roofing contractors in New York City? Please recommend specific businesses, ranked, and cite sources if you can.”

The same text is sent to every engine, at temperature 0 where the engine supports it. Full methodology.

Latest answer from each engine

ChatGPT gpt-4o-mini-2024-07-18 Run

Named, in the order given

  1. 1T. M. Roofing & ConstructionCitedT. M. Roofing has been serving NYC for many years.
  2. 2New York RoofingCitedThis company has a strong reputation for both residential and commercial roofing projects.
  3. 3A1 RoofingCitedte**: [newyorkroofing.com](http://newyorkroofing.com) 3. **A1 Roofing** - **Overview**: A1 Roofing is recognized for their extensive experience and a wide range of roofing services, including re
  4. 4Empire State RoofingCitedThis contractor is known for its expertise in both residential and commercial roofing.
  5. 5Royal RenovatorsCitedRoyal Renovators is well-reviewed for their roofing services, including flat roofs and shingle roofs.

How the answer has changed

Every run is kept rather than overwritten, so this is the record of what each engine said on each date — not a reconstruction. A run that was not captured on the day cannot be recovered afterwards.

ChatGPT · gpt-4o-mini-2024-07-18 · last 6 runs, oldest first — position in the answer; a dash means not named
Business1 Sept
2026		5 Sept
2026		8 Sept
2026		12 Sept
2026		17 Sept
2026		21 Sept
2026
T. M. Roofing & Construction111111
New York Roofing222222
A1 Roofing333333
Empire State Roofing44—444
Royal Renovators554555
Skyline Roofing——5———
Brooklyn Roofing—6——6—
All City Roofing—7————

Named most often

Across all 23 stored answers for this question
BusinessAnswers naming themBest positionEngines
T. M. Roofing & Construction23 of 2311
New York Roofing23 of 2321
A1 Roofing23 of 2331
Royal Renovators23 of 2341
Empire State Roofing20 of 2341
Brooklyn Roofing5 of 2361
Skyline Roofing4 of 2351
All City Roofing2 of 2371
All Weather Tite Roofing1 of 2371

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