Why 12 of 25 Raleigh Loan-Officer Brands Looked Local to a Directory but Not to AI

RECSC tested 25 loan-officer brands associated with Raleigh by public directory and ranking sources. Twelve resolved primarily to another market, and only three appeared in unbranded discovery evidence. Here is what that gap reveals about local visibility in ChatGPT, Google AI Mode, and traditional search.