Notes & ideas

Thinking out loud

Short, useful notes on demand gen, AEO, and the craft of accountable marketing. No fluff. The same standard I hold campaigns to.

July 25, 2026

A five-minute exercise to see how visible. and how accurate. your company is inside AI assistants, and what to do about what you find.