🏢Businesses AI named in this search
The businesses each model returned for this exact query, the models that named each one, and the public source the model pointed to. We confirm each business appears to exist — nothing more.
The query: “How do I find attic insulation contractors in Rochester NY” Tested with 3 different AI models. On August 30, 2026, we ran it on OpenAI (gpt-5.4-nano-2026-03-17), Anthropic Claude (claude-haiku-4-5-20251001), and Perplexity (sonar). Each model could use web search. OpenAI named Isaac Heating & Air Conditioning and Lotze Insulation. For Isaac Heating & Air Conditioning, it pointed to their website (a service page), matched on “Exact service match.” For Lotze Insulation, it pointed to their website (a homepage), matched on “Related service.” Claude named Five Star Improvements, Rochester Insulation Pros, and USA Insulation of Rochester. For Five Star Improvements, it pointed to their website (a service page), matched on “Exact service match.” For Rochester Insulation Pros, it pointed to their website (a service page), matched on “Exact service match.” For USA Insulation of Rochester, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Five Star Improvements, Isaac Heating & Air Conditioning, Lotze Insulation, Rochester Insulation Pros, and USA Insulation of Rochester. For Five Star Improvements, it pointed to their website (a service page), matched on “Exact city match.” For Isaac Heating & Air Conditioning, it pointed to their website (a local service page), matched on “Exact city match.” For Lotze Insulation, it pointed to their website (a service page), matched on “Exact city match.” For Rochester Insulation Pros, it pointed to their website (a service page), matched on “Exact city match.” For USA Insulation of Rochester, it pointed to their website (a local service page), matched on “Exact city match.”
