PMTalk Product Manager Community

Dec 14, 2025 · Product Management

Why Your AI Product Fails to Sell and How to Win the Real AI PM Battlefield

The article reveals a ruthless value formula for AI products, dissects why traditional requirement gathering collapses, and presents ten actionable "weapons"—from qualitative pain‑focused interviews to causal data analysis, competitive value‑wheel breakdowns, pricing tests, and first‑principle self‑questioning—backed by real‑world case studies, to help AI product managers create, not just satisfy, demand.