Mobile Gaming Use Cases/Data ScienceData Scientist

Using multivariate testing across 4 creative elements (hook, gameplay footage, CTA, music), which element contributes most to IPM variance, and does the hook account for over 40% of explained variance?

Decompose creative performance into element-level contributions to prioritize creative development focus

Metrics & KPIs

Variance explained by elementelement contribution rankinginteraction effectsoptimal element combination

Required Data

Multivariate test resultselement tagsIPM datainteraction effects

Data Sources

Ad PlatformA/B TestingData Warehouse

Works with tools like

Meta AdsGoogle AdsTikTok AdsUnity AdsLiftoffOptimizelyFirebase Remote ConfigLaunchDarklySplit.ioSnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Using multivariate testing across 4 creative elements (hook, gameplay footage, CTA, music), which element contributes most to IPM variance, and does the hook account for over 40% of explained variance?

Bruin connects to your Ad Platform, A/B Testing, Data Warehouse and runs the analysis automatically.

It tracks Variance explained by element, element contribution ranking, interaction effects and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

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