🏢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: “Who repairs a broken sewer line under a driveway in Akron OH” Tested with 3 different AI models. On August 31, 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 Roto-Rooter, Superior Drainage, Mackin & Sons Plumbing, and ABC Drain & Plumbing. For Roto-Rooter, it pointed to their website (a service page), matched on “Exact service match.” For Superior Drainage, it pointed to their website (a service page), matched on “Exact service match.” For Mackin & Sons Plumbing, it pointed to their website (a homepage), matched on “Exact service match.” For ABC Drain & Plumbing, it pointed to their website (a service page), matched on “Exact service match.” Claude named Roto-Rooter, Superior Drainage, and C. Lee Services. For Roto-Rooter, it pointed to their website (a service page), matched on “Exact service match.” For Superior Drainage, it pointed to their website (a service page), matched on “Exact service match.” For C. Lee Services, it pointed to their website (a service page), matched on “Exact service match.” Perplexity named Roto-Rooter, Superior Drainage, C. Lee Services, and Mackin & Sons Plumbing. For Roto-Rooter, it pointed to their website (a service page), matched on “Exact city match.” For Superior Drainage, it pointed to their website (a service page), matched on “Exact city match.” For C. Lee Services, it pointed to their website (a local service page), matched on “Exact city match.” For Mackin & Sons Plumbing, it pointed to their website (a service page), matched on “Exact city match.”
