If a function has high retention and many people use it, it is ideal. If a function has high retention but few users, there is an opportunity for improvement. Through this analysis, we can find out the “star features” and “potential features” in the product, thereby optimizing the design of product features and promotion strategies. () Aha Moment Analysis Aha Moment Analysis includes methods such as calculating the magic number to help us clearly set quantitative goals for new user activation.
Arefers to the critical point at which users can egypt phone numbers significantly increase their retention rate after reaching a certain amount of usage or completing a certain key action. By finding this magic number, we can more specifically design the onboarding process to help users reach this critical point as quickly as possible. (5) Habitual User Analysis Habitual user analysis mainly studies those users who have formed ideal usage habits, analyzing their usage frequency, habitual behaviors, and the paths to complete these behaviors.
Through this analysis, we can find opportunities to create a closed-loop behavior and help more users become habitual users. This type of analysis can help us understand which usage patterns are most likely to create habits in users, thereby optimizing product design and operation strategies. (6) User Usage Intensity Analysis User Usage Intensity Analysis mainly studies the depth and breadth of users’ use of the product, helping us find opportunities to improve user engagement. This may include analyzing how long users spend each session, how many features they use, etc.