User Segmentation

This analyzes user feedback, support tickets, surveys, or usage logs to identify at least three distinct behavioral segments based on jobs-to-be-done and needs rather than just demographics. You'd use it when you have a pile of qualitative data and need to understand who your users actually are and what drives them. It walks through behavior extraction, needs mapping, and clustering, then outputs detailed profiles for each segment including their motivations, pain points, current product fit, and strategic prioritization recommendations. The framework is solid for moving beyond surface-level personas to actionableSegmentation grounded in real user patterns. Most useful when you're trying to figure out product strategy or why different groups churn at different rates.