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Cohort analysis is another useful tool for understanding how various user groups behave over time and how they affect overall monetization. In addition, the utilization of event tracking and funnel analysis can disclose user activities within the app's conversion pathways, like completing a purchase or signing up for a subscription. Developers can enhance the user experience and raise conversion rates by pinpointing drop-off points or areas of friction within these funnels. A/B testing different app versions or monetization techniques can yield insightful data about what appeals to users & encourages increased spending or engagement.