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 2, 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, Lucas Plumbing Services, and Pro Plumber Bozeman. For Bob's Plumbing & Drain, it pointed to their website (a service page), matched on “Exact service match.” For Lucas Plumbing Services, it pointed to their website (a service page), matched on “Exact service match.” For Pro Plumber Bozeman, it pointed to their website (a service page), matched on “Exact service match.” Claude named Lucas Plumbing Services, Mr. Rooter Plumbing of Bozeman, Pro Plumber Bozeman, and Roto-Rooter. For Lucas Plumbing Services, it pointed to the business's Angi listing (a business listing), matched on “Related service.” For Mr. Rooter Plumbing of Bozeman, it pointed to the business's Yelp listing (a business listing), matched on “Related service.” For Pro Plumber Bozeman, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” Perplexity named Bob's Plumbing & Drain, Mr. Rooter Plumbing of Bozeman, and Roto-Rooter. For Bob's Plumbing & Drain, it pointed to their website (a homepage), matched on “Exact service match.” For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a service page), matched on “Exact service match.” For Roto-Rooter, it pointed to their website (a service page), matched on “Exact service match.”
