Case study
Finance App Scaling in Tier 1: How Program Strategy Cut CPI 30% While Lifting Retention 15%
A Tier-1 finance advertiser needed defensible scale. We re-architected acquisition under Program Strategy—Precision Targeting and Lookalike Modeling at the core—until unit economics and cohort quality moved in the same direction.
Key highlights
- −30% CPI in Tier-1 geos after controlled flight restructuring
- +15% retention uplift at D30 vs. pre-engagement baseline
- Precision Targeting tightened supply class, not just bid floors