I've spent months developing a framework to help entrepreneurs stand out in an AI-saturated market.

But launching it as a perfect, polished final product would miss the entire point.

So I'm doing something different: Building AI-Proof Positioning™ entirely in public...

Big companies are spending millions to do what you already do naturally.

I was reading about Yum Brands (think Taco Bell, KFC, Pizza Hut) and their fancy AI marketing system.

They're seeing double-digit increases in customer engagement by sending customized emails at just the right time.