My AI Workflow for Dissecting Notion’s Marketing Funnel (And Where AI Failed)

Most early-career marketers fail because they study tools in isolation instead of connected systems. In this post, I break down my 4-phase AI research workflow for reverse-engineering Notion’s product-led growth (PLG) marketing funnel, share the exact moment ChatGPT completely failed, and show you how to fix the gap to build a portfolio-ready visual funnel map.