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.

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How I’d Learn Marketing From Zero in 2026 (If I Had to Start Over)

Most beginners struggle with marketing because they learn it in the wrong order. This blog breaks down a practical 2026 roadmap for learning marketing from scratch: fundamentals first, modern discovery second, AI as support, and real practice through writing, testing, and reviewing your work.

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