PlayWell partnered with TaurusX to scale high-value user reactivation in the US market. Through lifecycle-based segmentation, dual-model ML optimization, and rigorous incrementality testing, PlayWell achieved:
D14 ROAS > 120%
+30% Month-over-Month revenue growth
Verified incremental lift
The campaign successfully transitioned retargeting from experimental spend to a predictable profit engine.
PlayWell, a leading rewarded/offerwall platform consistently ranked in the Top 10 of the AppsFlyer Performance Index for North American Android gaming, faced several structural growth constraints. Despite their high-quality audience base, they encountered significant challenges in driving profitable retention:
Rising CPI pressure
Inefficient churn targeting
Organic overlap distorting ROAS
Difficulty scaling without efficiency loss
The objective was clear: Reactivate high-LTV churned users profitably while proving true incremental value.
Addressing the characteristics of churned users, the TaurusX team abandoned a "one-size-fits-all" approach, constructing a sophisticated system based on high-frequency data sync & alignment and adaptive mechanisms:
Lifecycle Intelligence: Dynamic segmentation by churn stage, recency, and user value — prioritizing high-intent reactivation windows.
Value-Driven Optimization & Creative: Dual ML optimization combined with customized lifecycle creatives to maximize reactivation efficiency.
Incrementality & Real-Time Suppression: Control-group testing and high-frequency audience sync ensured true incremental revenue and eliminated budget waste.
Through this system, TaurusX helped PlayWell achieve a qualitative leap from traffic to value in the US market.
Not only did it break industry bottlenecks to achieve strong growth with a D14 ROAS > 120%,
but it also realized a remarkable MoM revenue increase of over 30% within a single month after stabilizing volume.
Furthermore, through dynamic audience updates and data synchronization, ineffective impressions were effectively reduced, significantly enhancing advertising output.
TaurusX provides core DSP technical support and rigorous incrementality verification for this sophisticated model. TaurusX introduces scientific Incrementality Testing, utilizing control group experiments to eliminate organic churn interference. This ensures that every conversion brought in is a true incremental gain generated by advertising, fundamentally guaranteeing ROI certainty and transparency.
Whether you are on iOS or Android systems, you can rely on this model to achieve refined growth.
For more detailed strategy of this case，contact us now to get!
