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A/B testing is a crucial component of monetization strategy analysis and optimization. It allows developers to test various monetization strategies and assess how they affect important metrics like user retention, in-app purchase conversion rates, ad revenue, & total revenue per user. Through methodical experimentation with various factors like costs, advertising positions, reward schemes, or membership plans, developers can acquire important knowledge about what attracts the most customers & generates the highest income. Developers should regularly track key performance indicators (KPIs) linked to monetization & user engagement, such as average revenue per user (ARPU), user lifetime value (LTV), ad click-through rates (CTR), and in-app purchase conversion rates, in addition to A/B testing.