Medina County officials warned that an AI-based app is distributing inaccurate information about the Medina County Fairgrounds. The local government issued the alert to prevent visitor confusion. This incident highlights a recurring problem with LLM hallucinations in local search. Developers must prioritize verified data sources to prevent such localized misinformation from scaling.