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: “Who does storm damage siding replacement in Cedar Rapids, IA?” 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 123 Exteriors and Ridge Top Exteriors. For 123 Exteriors, it pointed to their website (a local service page), matched on “In the requested service area.” For Ridge Top Exteriors, it pointed to their website (a local service page), matched on “In the requested service area.” Claude named 123 Exteriors, Iowa Storm Restoration, and Ridge Top Exteriors. For 123 Exteriors, it pointed to their website (a service page), matched on “Exact service match.” For Iowa Storm Restoration, it pointed to their website (a service page), matched on “Exact service match.” For Ridge Top Exteriors, it pointed to their website (a location page), matched on “Exact service match.” Perplexity named 123 Exteriors, Iowa Storm Restoration, Diamond Ridge Construction, and Garcia Roofing & Exteriors. For 123 Exteriors, it pointed to their website (a local service page), matched on “Exact service match.” For Iowa Storm Restoration, it pointed to their website (a service page), matched on “Exact service match.” For Diamond Ridge Construction, it pointed to their website (a service page), matched on “Exact service match.” For Garcia Roofing & Exteriors, it pointed to their website (a service page), matched on “Exact service match.”
