Introduction
The sudden 15% drop in daily active users for Tokopedia's mobile app over the past week is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential causes, gather relevant data, and develop a strategic plan to address the root cause while considering both short-term fixes and long-term implications for the product.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact user experience and engagement. Expected answer: Yes, there was an update released 10 days ago. Impact on approach: If confirmed, we'd focus on analyzing the changes in that update.
Why it matters: This helps identify if the issue is widespread or specific to certain user types. Expected answer: The drop is more pronounced among occasional users. Impact on approach: We'd investigate factors that might be deterring less frequent users.
Why it matters: External market forces could be drawing users away from Tokopedia. Expected answer: No significant competitor activities noted. Impact on approach: We'd focus more on internal factors if external influences are minimal.
Why it matters: Technical problems can significantly impact user retention and engagement. Expected answer: There's been a slight increase in reported crashes. Impact on approach: We'd prioritize investigating technical issues and their impact on user experience.
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