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AI-First Product Manager skills: synthetic personas, persona interviews (exploration and validation), insight extraction, persona critique panels, and exposure plans.

feedback-analysis

How to analyze post-launch feedback — support tickets, store reviews, in-app survey comments, sales and Customer Success notes, social mentions — the bias of each source, tagging every entry, grouping into counted themes with severity and verbatims, weak signals, and checking the hypotheses of a metrics analysis against the themes. Use when analyzing reviews, tickets, NPS or CSAT comments, user feedback after a release, or when looking for why a feature metric is low.

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