The AI Operating System for Loan Officers: What One Did to My Revenue
LOs are collecting AI tools like Costco samples. The ones pulling ahead built something different. Real numbers included.
Why 12 of 25 Raleigh Loan-Officer Brands Looked Local to a Directory but Not to AI
Oak & Algorithm 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.