On AI-native marketing, building systems that compound, and turning your work into assets instead of hours.
A six-step method for turning customer evidence, buyer alternatives, product truth and proof into a positioning decision your team can defend.
Read the guide →Build a consistent claim and evidence map, find the opening competitors weakly own and define the proof your product needs.
Read the guide →Move from an approved launch narrative to consistent channel assets, readiness checks and post-launch learning without losing strategic control.
Read the guide →Six Claude prompts for the PMM jobs that eat your week, positioning, messaging, competitive teardowns, launch narrative, plus the context to load so they don't hand you generic AI mush. The prompt is the easy part.
Read the guide →Product ships faster than marketing can tell anyone it exists. The constraint moved, and you don't fix it by buying more tools. You build a system. A thesis on AI-native marketing, the Signal-Structure-Scale frame, and capability over dependency.
Read the thesis →Intelligent Growth. Real AI marketing workflows, in your inbox each week.