Introduction
TravelPerk's mobile app has experienced a sudden 30% decrease in daily active users over the past two weeks. This significant drop in user engagement requires immediate attention and a thorough root cause analysis. I'll approach this issue systematically, examining both internal and external factors that could contribute to this decline. My analysis will cover data gathering, hypothesis formation, validation, and solution development, with a focus on both short-term fixes and long-term strategies to prevent similar issues in the future.
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 two weeks ago. Impact on approach: If confirmed, I'd focus on examining 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 decline is more pronounced among business travelers. Impact on approach: I'd prioritize investigating features and workflows specific to business travelers.
Why it matters: Seasonal fluctuations could explain some of the decrease. Expected answer: No, this is typically a stable period for travel bookings. Impact on approach: If seasonality is ruled out, I'd focus more on internal factors or market changes.
Why it matters: Technical issues can significantly impact user engagement. Expected answer: There have been some intermittent server issues. Impact on approach: I'd prioritize investigating the extent and impact of these technical problems.
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