Mixpanel has undergone significant changes over the past year, driven by customer feedback and internal data, leading to a refined understanding of user value through a framework called "Learning User Verified" (LUV). This metric focuses on user engagement and retention by emphasizing the habitual use of Mixpanel for query segmentation, which is linked to long-term customer loyalty. The company aims to foster product-led growth by aligning its metrics with user success, ensuring that its features enhance user experience and retention. By reimagining its demo and onboarding processes, Mixpanel seeks to streamline the path to user activation and deepen engagement, ultimately helping users extract valuable insights from their data. Despite the challenges posed by the COVID-19 pandemic, Mixpanel remains committed to creating sustained user value and aligning its business goals with customer needs.