$ cat blog.md02 · posts · 2026
Thoughts on AI-native marketing, product narratives, and growth systems.
Practical notes on building marketing that keeps pace with AI product development. Strategy, positioning, evaluation frameworks, and lessons from fast-moving teams.
datetitlereading→
Why Distribution Matters in the Age of Agentic AI
An essay on why capability is commoditizing, why agents are becoming the buyers and the channels, and why distribution is quietly becoming the most durable advantage in software.
Agentic AIDistributionGo-To-Market
Using CrawlDoctor for Marketing: Tracking Human Users, AI Bots, and Conversion Signals
An essay on how marketing teams can use CrawlDoctor to understand AI crawler traffic, track buyer journeys, measure campaign performance, and improve conversion paths.
MarketingAnalyticsAttribution