Mobile Gaming Use Cases/Data ScienceData Scientist

Can we predict with AUC above 0.80 which partnered creators will stop streaming our game within 30 days, based on declining stream frequency, viewer counts, and in-game activity?

Build a predictive model for creator partnership churn to enable proactive retention outreach before creators switch to competitor titles

Metrics & KPIs

Churn prediction AUCprecision/recallcreator churn rateearly warning lead time

Required Data

Creator streaming frequencyviewer trendsin-game activity logspartnership status

Data Sources

Data WarehouseTelemetry

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouseMixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNA

How Bruin answers this

Bruin

Bruin AI Data Analyst

Can we predict with AUC above 0.80 which partnered creators will stop streaming our game within 30 days, based on declining stream frequency, viewer counts, and in-game activity?

Bruin connects to your Data Warehouse, Telemetry and runs the analysis automatically.

It tracks Churn prediction AUC, precision/recall, creator churn rate and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

Use cases across every team in your studio, from monetisation to LiveOps, product to engineering. One AI that speaks your data.

Ads Monetization ManagerC-LevelCRM / Lifecycle ManagerData ScientistEconomy DesignerEngineeringFinance / FP&AGame DesignerLiveOps ManagerPlayer Support / CommunityProduct ManagerQA EngineerUA Manager

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