Mobile Gaming Use Cases/Data ScienceData Scientist

Can we predict with AUC above 0.82 which subscribers will cancel within 30 days based on engagement patterns in the preceding 14 days?

Build a subscription churn prediction model using engagement features to enable proactive retention interventions before cancellation

Metrics & KPIs

AUC-ROCprecision at top decilerecallchurn ratepredicted vs actual churn

Required Data

Subscription status changessession logsfeature usagepurchase historyengagement scores

Data Sources

MonetizationTelemetryData Warehouse

Works with tools like

RevenueCatStripeGoogle Play ConsoleApp Store ConnectMixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNASnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Can we predict with AUC above 0.82 which subscribers will cancel within 30 days based on engagement patterns in the preceding 14 days?

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

It tracks AUC-ROC, precision at top decile, recall 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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