Who Shows Up in AI?
🏢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: “Plumbers who repair burst frozen pipes in Bozeman, MT” Tested with 3 different AI models. On August 22, 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 Bob’s Plumbing & Drain. For Bob’s Plumbing & Drain, it pointed to their website (a homepage), matched on “Exact service match.” Claude named Bob’s Plumbing & Drain, Mr. Rooter Plumbing of Bozeman, Performance Plumbing and Drain, PJ's Plumbing & Heating, and Roto-Rooter. For Bob’s Plumbing & Drain, it pointed to their website (a homepage), matched on “Exact city match.” For Mr. Rooter Plumbing of Bozeman, it pointed to a local best-of article (a best-of article), matched on “Related service.” For Performance Plumbing and Drain, it pointed to their website (a homepage), matched on “Exact service match.” For PJ's Plumbing & Heating, it pointed to their website (a local service page), matched on “Related service.” For Roto-Rooter, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Mr. Rooter Plumbing of Bozeman, Performance Plumbing and Drain, PJ's Plumbing & Heating, and Roto-Rooter. For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a homepage), matched on “In the requested service area.” For Performance Plumbing and Drain, it pointed to their website (a service page), matched on “Exact service match.” For PJ's Plumbing & Heating, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter, it pointed to their website (a blog post), matched on “Exact service match.”
