Forecasting Player Behavior
Time-series models (Prophet/Temporal Fusion Transformers) can forecast playtime and genre shifts. Classification models predict trophy streak probability and co-op likelihood.
Recommendation Tie-In
Forecasts drive pre-emptive recommendations: surfacing DLC before drop-off, suggesting co-op nights when party formation is likely.
Privacy and Consent
- Opt-in forecasts; clear explainer text.
- Differential privacy on shared stats.
- Regional data residency controls.
Delivery Format
Shareable cards: “Predicted 2026 Co-op MVP”, “Likely 3 new genres you’ll try”, “Projected platinum streak”.