AI Answer Index

Which bathroom remodelers 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 bathroom remodelers 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. 1M. E. ContractingCitedM. E. Contracting specializes in bathroom renovations and has a strong portfolio of completed projects.
  2. 2Morris Home ImprovementCitedThis company has a solid reputation for bathroom remodeling, offering a range of services from design to installation.
  3. 3Mosaic ConstructionCitedMosaic Construction is known for its design-build approach, providing comprehensive services for bathroom remodels.
  4. 4M. A. M. ConstructionCitedThis company has been recognized for its attention to detail and quality work in bathroom renovations.
  5. 5M. A. M. Home ImprovementCited[mamconstruction.com](http://www.mamconstruction.com) 5. **M. A. M. Home Improvement** - **Overview**: With a focus on residential remodeling, M. A. M. Home Improvement has garnered positive rev
  6. 6NYC Bathroom RemodelingCitedty. - **Website**: [mamh.com](http://www.mamh.com) 6. **NYC Bathroom Remodeling** - **Overview**: This company specializes in bathroom renovations and has a reputation for delivering high-qua
  7. 7M. A. M. RenovationsCitedM. A. M. Renovations has a strong presence in the NYC remodeling market, particularly for bathrooms.

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
Business3 Sept
2026		7 Sept
2026		11 Sept
2026		15 Sept
2026		19 Sept
2026		24 Sept
2026
M. E. Contracting111111
Morris Home Improvement222222
Mosaic Construction3—3—33
M. A. M. Construction444444
M. A. M. Home Improvement————75
NYC Bathroom Remodeling666666
M. A. M. Renovations—————7
Mosaic Tile—3—3——
M. A. M. Remodeling555—5—
M. A. M. Design———5——
M. A. Construction—777——

Named most often

Across all 18 stored answers for this question
BusinessAnswers naming themBest positionEngines
M. E. Contracting17 of 1811
Morris Home Improvement17 of 1821
NYC Bathroom Remodeling16 of 1861
M. A. M. Construction15 of 1831
Mosaic Construction14 of 1831
M. A. M. Remodeling12 of 1841
M. A. Construction9 of 1851
Mosaic Tile4 of 1831
M. A. M. Home Improvement4 of 1851
M. A. M. Design3 of 1841
M. A. C. Construction3 of 1851
M. A. Design2 of 1851
Renaissance Renovations2 of 1861
M. E. M. Design1 of 1811
Morris Adjmi Architects1 of 1821
M. A. C. Renovations1 of 1861
M. A. Construction Group1 of 1871
M. A. R. Construction1 of 1871
M. A. M. Renovations1 of 1871
KBR Design & Build1 of 1881

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