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 Lucas Plumbing, LLC, BlueBird Plumbing, and Bozeman Restoration. For Lucas Plumbing, LLC, 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.” For Bozeman Restoration, it pointed to their website (a service page), matched on “Exact service match.” Claude named Bob's Plumbing & Drain and Roto-Rooter. For Bob's Plumbing & Drain, it pointed to their website (a homepage), matched on “Exact service match.” For Roto-Rooter, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Bob's Plumbing & Drain, Lucas Plumbing, LLC, and Roto-Rooter. For Bob's Plumbing & Drain, it pointed to their website (a homepage), matched on “In the requested service area.” For Lucas Plumbing, LLC, it pointed to their website (a local service page), matched on “Exact city match.” For Roto-Rooter, it pointed to their website (a local service page), matched on “Exact city match.”
