Introduction
The sudden decrease in Flip's mobile app average session duration from 15 minutes to 8 minutes over the last month is a critical issue that demands immediate attention. This significant drop could indicate underlying problems affecting user engagement and satisfaction. I'll approach this analysis systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term fixes and long-term strategies to address the issue.
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 behavior. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in the update.
Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The decrease is more pronounced among newer users. Impact on approach: We'd investigate onboarding and new user experience if this is the case.
Why it matters: External factors could explain changes in user engagement. Expected answer: No major market shifts, 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: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: If confirmed, we can rule out data inconsistencies and focus on actual usage patterns.
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