

🏢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: “Who installs standing seam metal roofing on a barn in Waukesha WI” Tested with 3 different AI models. On August 25, 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 Smart Roofing & Sheet Metal and Buckshot General Contracting. For Smart Roofing & Sheet Metal, it pointed to their website (a homepage), matched on “Related service.” For Buckshot General Contracting, it pointed to their website (a service page), matched on “Related service.” Claude named Sawvell Roofing & Siding. For Sawvell Roofing & Siding, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Sawvell Roofing & Siding, Smart Roofing & Sheet Metal, Aluma Trim, and AM Exteriors LLC. For Sawvell Roofing & Siding, it pointed to their website (a service page), matched on “Exact service match.” For Smart Roofing & Sheet Metal, it pointed to their website (a homepage), matched on “Exact service match.” For Aluma Trim, it pointed to their website (a service page), matched on “Exact service match.” For AM Exteriors LLC, it pointed to their website (a service page), matched on “Exact service match.”





