What problem does it solve? Product teams often treat their user base as a single homogeneous group, missing distinct behavioral patterns and unmet needs hidden in feedback data. This Skill analyzes user feedback, interviews, support tickets, and usage data to identify at least three distinct user segments grounded in behavior and jobs-to-be-done rather than demographics alone. ## Core Features & Use Cases - Behavioral Clustering: Groups users by usage patterns, motivations, and jobs-to-be-done instead of surface demographics. - Rich Segment Profiles: Produces segment size estimates, pain points, product fit assessment, churn risk, and differentiated value propositions for each segment. - Prioritization Guidance: Recommends which segments to invest in, maintain, or de-prioritize based on strategic importance and implementation difficulty. - Use Case: You have 200 pieces of mixed customer feedback from surveys and support tickets. Use this Skill to cluster them into distinct segments, understand what each group is trying to accomplish, and decide where to focus your roadmap. ## Quick Start Analyze the attached customer feedback file and segment our users into distinct groups based on their behaviors and jobs-to-be-done.
