Introduction
The recent 20% decline in average session duration for Android users on the Traveloka mobile app is a significant issue that requires immediate attention. This metric is crucial for user engagement and can directly impact conversion rates and overall app performance. To address this problem, I'll employ a systematic approach to identify the root cause, validate our findings, and develop both short-term and long-term solutions.
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 updates can introduce bugs or UI changes that affect user behavior. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in that update.
Why it matters: Helps identify if the issue is global or specific to certain user types. Expected answer: The decline is more significant among users with older Android versions. Impact on approach: We'd investigate compatibility issues with older Android versions.
Why it matters: External factors could be drawing users away from our app. Expected answer: No significant industry changes, but a competitor launched a new feature. Impact on approach: We'd analyze the competitor's feature and its potential impact on our users.
Why it matters: Direct user feedback can provide qualitative insights into the issue. Expected answer: Yes, there's been a 15% increase in complaints about app crashes. Impact on approach: We'd prioritize investigating potential stability issues.
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