Generative AI Visibility
AI Names You, Then One Detail Erases You
You asked ChatGPT "best [your category]" last week, saw your name in the answer, and felt fine about it. That check was close to worthless. A real buyer never stops at the opening question, and the moment they add one ordinary detail, most of the brands named in