Liftoff(Vungle)Liftoff(Vungle)

Enhance Your Ad Campaign Performance With Liftoff’s AI-Powered Content-Based Features

By Machine Learning·Dec 6, 2023·5 min read

Summary

Liftoff's new Content-Based Features use AI vision systems to scan and analyze ad creatives, automatically grouping them by visual elements and aesthetics. This allows ML models to understand creative intent and predict performance based on aggregated data from similar ads, reducing unnecessary spend on blind campaign exploration. The system improves campaign performance with 7% lower CPIs, 4% lower CPAs, and 4% higher ROAS, while increasing creative diversity by nearly 30%.

Future innovations include expanding vision systems to all ad formats and combining ML with performance-trained deep learning.

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