Writing

THINKING.
OUT LOUD.

GTM intelligence, ICP methodology, and signal theory. No frameworks for their own sake — only what increases clarity or resolves a constraint.

Featured · ICP Methodology
Traditional Technographic Signals Are Broken. Here's What Replaced Them.
AI agents have abstracted away integration pain. Tool count no longer predicts buying urgency. The entire technographic signal layer needs to be rebuilt around stack velocity, adoption patterns, and migration sequences.
Mar 2026 · 3 min Read →
Psychographics
The 5 AI-Era Buyer States — And Why 2023 Personas Are Obsolete
AI changed how companies experience and articulate their problems. Here are the 5 states that replaced the persona.
Feb 2026 · 3 min Read →
Signal Theory
Timing Is the Most Underrated GTM Variable
Every outbound framework treats timing as an afterthought. That's the wrong frame. Timing is a signal layer, not a scheduling decision.
Jan 2026 · 3 min Read →