- A mobile ad generation company with presence in 7 countries
- The audience is highly engaged, and interacts with 60,000 active mobile apps daily, on 2 billion unique devices
- 5 billion ads served monthly, 24+ data points analyzed to accurately predict performance, and 493k hours saved each year by creative tech
Success Story
About the Client
Business Needs
- Evaluate / Analyse various video creative attributes (frames, colors, brightness, transition, velocity, contour, etc.) to predict the performance of ads across various regions according to the CVR-install & impressions
- Analyze historical creative performance data (install, impressions & geographical) and use it for creative analysis
Solutions
- Performed creative analytics using two processes:
- Historical Data Analysis: One-time process with one data set (over 80k creatives).
- Creative Analysis: Repetitive process for every creative that a user would like to analyze
- Created dashboards / reporting metrics:
- Detailed KPIs Defined: Display color, brightness, transition, velocity & contour-related analytics in separate graphs
- Mobile App Dashboard: Combined all attributes of data and drew single donut chart around creative optimization
- Did Creative Performance Prediction for:
- Different ranges (scores) to determine if the creative is optimal (for a given genre & geo) or not
Business Impact
- Better understanding about ad performance based on combination/attributes in various geographies
- Optimization of creative production according to ad performance
- Dashboards/Reports created:
- Showcased the creative analytics
- Enabled creative agencies & brands to optimize their creative development process
Technology Stack
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