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 1, 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 Mr. Rooter Plumbing of Bozeman, Roto-Rooter Bozeman, Lucas Plumbing Services, and BlueBird Plumbing. For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a service page), matched on “Related service.” For Roto-Rooter Bozeman, it pointed to their website (a service page), matched on “Related service.” For Lucas Plumbing Services, it pointed to their website (a service page), matched on “Related service.” For BlueBird Plumbing, it pointed to their website (a service page), matched on “Exact service match.” Claude named Mr. Rooter Plumbing of Bozeman and Roto-Rooter Bozeman. For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Mr. Rooter Plumbing of Bozeman, Roto-Rooter Bozeman, Lucas Plumbing Services, and Bob's Plumbing & Drain. For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a location page), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to their website (a location page), matched on “Exact service match.” For Lucas Plumbing Services, it pointed to their website (a location page), matched on “Exact service match.” For Bob's Plumbing & Drain, it pointed to their website (a listing), matched on “Exact service match.”
