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| Benefit | How it Helps | KPI | |---------|--------------|-----| | | Continuous, unpredictable content keeps users listening longer. | ↑ Average Session Length (target +15 % Q2) | | Discovery | AI surfaces new tracks, boosting catalog consumption. | ↑ % of plays from “new releases” (target +20 % Q3) | | Social Virality | Easy clip sharing fuels organic reach. | ↑ Shares per user (target 2 shares/week) | | Differentiation | Combines radio‑style flow with modern AI personalization. | ↑ Net Promoter Score (NPS) for “Discovery” feature | | Monetization | Sponsored Mix Cards generate incremental CPM revenue. | ↑ Ad‑Revenue per active user (target +10 % YoY) | | Retention | Users who enjoy the mix are more likely to stay subscribed. | ↓ Churn rate (target –5 % YoY) |