Introduction
Page creation on Facebook dropping by 10% followed by a 5% decrease in Weekly Active Users (WAUs) presents a complex product challenge. I'll approach this systematically, first addressing the page creation issue, then investigating the subsequent WAU decline.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development for both the page creation and WAU problems.
Step 1
Clarifying Questions (3 minutes)
Understanding the scale helps contextualize the 10% drop. Hypothetical answer: 100,000 daily. Impact: Helps quantify the issue's magnitude.
Timeframe insights can reveal patterns or correlations. Hypothetical answer: Last 7 days. Impact: Guides investigation of recent changes or events.
Identifying affected segments narrows the investigation. Hypothetical answer: Small business owners in North America. Impact: Focuses analysis on specific user groups and regions.
Recent changes could explain the sudden drop. Hypothetical answer: UI update to the page creation flow 10 days ago. Impact: Provides a starting point for technical investigation.
Seasonal factors might explain some fluctuation. Hypothetical answer: Slight dip typically seen in summer months. Impact: Helps distinguish between normal variance and actual issues.
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