To enhance app analytics, we must first identify misconfigured or missing Mixpanel events impacting data quality. Understanding OS-level traffic sources through UTM-tagged deep links is crucial for accurate user attribution across campaigns. Defining the right level of attribution granularity will inform optimized ad spend and campaign targeting. Establishing a sustainable event tracking and UTM strategy ensures reliable, future-proof data collection, enabling continuous campaign performance improvements and better decision-making.