Our Strategy
We started by optimizing for efficiency, prioritizing products with low cost per acquisition (CPA) and strong first-purchase profitability. But early wins through Meta’s algorithm revealed an interesting trend: the platform was optimizing toward older, predominantly female users. These customers converted well and delivered strong ROAS in the short term.
However, a deeper cohort analysis told a different story. While these users converted easily, they didn’t stick around. Retention and upsell rates were underwhelming, limiting long-term value.
So we shifted focus.