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  • Business Intelligence

Creative Analytics and Product Engineering for a Leading Mobile in-app 'Ad Networks' for video ads

Media & Advertising
Posted On: 21 March, 2024

About the Client

  • 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

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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Cybage enabled a leading mobile in-app ‘Ad Networks’ to optimize creative developmenTech stack
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