Fetch, one of America’s leading rewards apps, has built a strong reputation by turning everyday shopping into rewarding experiences. As the app matured, the key business goal shifted to scaling new sign-ups at a stable and predictable cost while nurturing users toward long-term engagement and lifetime value (LTV).
By partnering with Appier, Fetch adopted a data-driven approach that combined CPA-based scaling, real-time weighted CVR, and agentic incrementality powered by Media-Mix Modeling (MMM). The results were clear:
Fetch’s growth started with a two-phase model. In the first phase, Appier country model gathered low-cost training data to set bidding baselines. In the second phase, a customized CPA model scaled sign-ups while keeping costs stable.
The model leveraged a wide range of input signals—such as OS version, uninstall behavior, install time, and days since install—while excluding same-day active users in real time to avoid wasted impressions. Bidding was further optimized through controls like priority, price, pacing, frequency, and timing signals (e.g., install time or view-to-install interval).
To enhance efficiency, real-time weighted CVR adjusted bid strength based on user status. For example, two distinct user profiles were treated differently:
This approach ensured cost efficiency while sustaining volume at scale.
Scaling volume was only part of the challenge; Fetch also needed to ensure growth was truly incremental. To solve this, Appier applied Agentic Incrementality powered by Google’s Meridian Media-Mix Modeling (MMM).
Rather than relying on traditional pause-and-holdout tests, MMM continuously measured the causal effectiveness of each creative × inventory combination against whole-site sign-ups. This allowed campaigns to:
With this always-on approach, Fetch avoided wasted spend, eliminated the cost of holdouts, and optimized incrementality as part of its live campaign strategy.
The real breakthrough came when Agentic Incrementality and weighted CVR were combined. By layering both approaches, Fetch uncovered a best practice:
With Appier's data-driven approach, Fetch has achieved stable, predictable sign-up growth while optimizing campaigns in real-time. By leveraging incrementality testing and continuous optimization, Fetch ensures sustainable growth at a low CPA.
As Abby Patton, Associate Director of Performance Marketing at Fetch, says:“Appier has helped us scale sign-ups at a stable cost. Their real-time insights and incremental ROI strategy have driven a 135% increase in sign-ups, ensuring long-term growth and real business value.”