Spotify Review Triage

Where should Spotify put next quarter's product effort: access, usability, playback, or billing/support? Every number below is read from the saved pipeline outputs in Postgres; the recommendation was generated once, offline.

AI recommendation

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Effort areas (complaint and cancellation records)

AreaComplaintsSeverity sumMean severity Cancellation intentShare of total severity

Areas fold the 8 label topics: usability includes catalog, playback includes downloads, billing/support combines both. Cancellation intent is stated intent in the text, not measured churn.

Issue ranking (baseline: priority = severity sum)

RankIssueNameAreaComplaints Severity sumMean severity