This lesson introduces a comprehensive methodology for mobile app tracking, aimed at transforming analytics into actionable insights for app success, identifying areas for improvement, and enhancing user experiences.
Identifying Trends with Dashboards: Use dashboards to spot big trends across key metrics like user acquisition, engagement, and retention. This step is crucial for determining which app areas require deeper analysis.
Delving into Causes with Segmentation and Analysis: After spotting trends, delve deeper into their causes by segmenting users, analyzing funnels for unusual drop-offs, and studying retention metrics to see how well specific actions retain users.
Generating Hypotheses from User Interactions: Utilize session replay and heatmaps to identify user friction points, like small buttons or unintuitive navigation paths, and generate hypotheses for improving the user experience.
Cyclical Methodology for Continuous Improvement: Implement changes based on your hypotheses and monitor their impact through dashboards. This cycle of observation, hypothesis, action, and revision helps refine the app.
Case Study on Conversion: A step-by-step analysis in UXCam of a fictional e-commerce app reveals a decline in purchases. By analyzing user behavior and funnel drop-offs, specifically at the 'add payment' screen, the methodology identifies an unresponsive credit card payment option as the problem, leading to targeted fixes.
Retention Case Study: Examining a retention issue in a delivery app shows a significant dip in active users, particularly in the US. Further analysis localizes the issue to San Francisco, where extended delivery times due to a driver shortage are identified as the main problem affecting user retention.