Product usage analytics involves the analysis of data generated by users interacting with a product, providing quantitative insights into its utilization and performance. This type of analytics is crucial for evaluating product performance, identifying and resolving bugs, enhancing quality, improving user experiences, increasing conversions, and fostering customer retention. Unlike beta testing and interviews, it captures real-world usage, offering valuable insights for product development. The process involves logging data, which is then transformed and analyzed using platforms like Mixpanel for efficiency. Key metrics include usage frequency, time spent, bug reports, customer retention, and churn rate. These insights can significantly influence customer satisfaction by enhancing product development, performance, and engagement. Product usage data is actionable and can inform trends, improve customer experience, identify user characteristics, convert trial users, upsell free subscriptions, gauge feature popularity, and develop training tools.