🏢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: “Same day mobile bike repair for a flat in Wicker Park Chicago” Tested with 3 different AI models. On August 25, 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 Curbside Bicycles, 3rd Coast Cycles, and Better World Club. For Curbside Bicycles, it pointed to their website (a service page), matched on “Exact service match.” For 3rd Coast Cycles, it pointed to their website (a service page), matched on “Exact service match.” For Better World Club, it pointed to their website (a service page), matched on “Exact service match.” Claude named Curbside Bicycles, Chicago Bike Tuner, and Comrade Cycles. For Curbside Bicycles, it pointed to their website (a service page), matched on “Mobile service.” For Chicago Bike Tuner, it pointed to their website (a homepage), matched on “Mobile service.” For Comrade Cycles, it pointed to the business's Yelp listing (a business listing), matched on “Exact city match.” Perplexity named Curbside Bicycles, 3rd Coast Cycles, and Chicago Bike Tuner. For Curbside Bicycles, it pointed to their website (a service page), matched on “Same-day service.” For 3rd Coast Cycles, it pointed to their website (a service page), matched on “Mobile service.” For Chicago Bike Tuner, it pointed to their website (a homepage), matched on “Mobile service.”
