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 21, 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 Benjamin Franklin Plumbing and BlueBird Plumbing. For Benjamin Franklin Plumbing, 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 Benjamin Franklin Plumbing, Lucas Plumbing, LLC, Mr. Rooter Plumbing of Bozeman, and Roto-Rooter Bozeman. For Benjamin Franklin Plumbing, it pointed to the business's Angi listing (a business listing), matched on “Exact service match.” For Lucas Plumbing, LLC, it pointed to the business's Angi listing (a business listing), matched on “Exact service match.” For Mr. Rooter Plumbing of Bozeman, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to the business's Yelp listing (a business listing), matched on “Exact service match.” Perplexity named Lucas Plumbing, LLC, Mr. Rooter Plumbing of Bozeman, and Roto-Rooter Bozeman. For Lucas Plumbing, LLC, it pointed to their website (a location page), matched on “In the requested service area.” For Mr. Rooter Plumbing of Bozeman, it pointed to their website (a local service page), matched on “Exact service match.” For Roto-Rooter Bozeman, it pointed to their website (a local service page), matched on “Exact service match.”
