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Jul 31, 2026 · Product Management

How AI Product Managers Should Approach Demand Analysis Differently

The article explains what demand means, distinguishes user, market, product and commercial demands, outlines three key characteristics of demand, and presents a scenario‑based demand analysis method with four concrete steps illustrated by a small‑loan product example.