Introduction
A 10% drop in Messenger's Daily Active Users (DAU) is a significant issue that demands immediate attention and a thorough investigation. As the PM at Facebook, I'll approach this problem systematically, considering various factors that could contribute to such a substantial decline in user engagement.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why these questions matter: Understanding the context and scope of the issue is crucial for accurate analysis. Hypothetical answers could significantly alter our approach:
- Time frame: If it's a sudden drop, it might indicate a technical issue. If gradual, it could suggest a shift in user behavior or competitive pressure.
- User segments: Knowing if it's affecting specific demographics or regions could point to localized issues or cultural shifts.
- Recent updates: A new feature or UI change could be driving users away if poorly received.
- Technical issues: Outages or bugs could explain a temporary drop in usage.
- Measurement changes: Ensuring our metrics are consistent is crucial for accurate analysis.
- Cross-product trends: This helps determine if it's a Messenger-specific issue or a broader Facebook ecosystem problem.
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