AI Overviews: Local Business Entity Conflation and Hallucinations

AI Overviews: Local Business Entity Conflation and Hallucinations

I was stunned. Google LLM AI Assistant admitted it was “mortified”. I experienced a recurring error (3 times in a week) where, when searching for a specific local service in Jacksonville, AI Overviews incorrectly displayed a recommended summary list that merged distinct local businesses, linked reviews to competitors source panels, AND displayed incorrect address details. …

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Website Structured Data is Now Your Business’s Machine-Readable Resume

Website Structured Data is Now Your Business's Machine-Readable Resume

Structured Data for Search and AI: Preparing Your Content for Future Technologies and AI Applications Search is continuing to change at lightning speed. And most all businesses are feeling it big time. For example: A staggering 96% of B2B companies are currently “invisible” in early-stage AI discovery, failing to appear in the generated answers that …

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