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Product Management Root Cause Analysis Question: Facebook page creation and WAU decline investigation

Asked at Meta

15 mins

Page Creation in Facebook went down by 10%. What would you do? Let us say you have solved it. Pages are up and back to normal. However, WAUs went down by 5%. What would you do?

Data Analysis Problem Solving Strategic Thinking Social Media Digital Marketing Business Services
Product Strategy User Engagement Facebook Metrics Analysis Root Cause Analysis

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)

  • What's the typical daily volume of page creations?

Understanding the scale helps contextualize the 10% drop. Hypothetical answer: 100,000 daily. Impact: Helps quantify the issue's magnitude.

  • Over what timeframe did we observe the 10% drop in page creation?

Timeframe insights can reveal patterns or correlations. Hypothetical answer: Last 7 days. Impact: Guides investigation of recent changes or events.

  • Which user segments are most affected by the page creation drop?

Identifying affected segments narrows the investigation. Hypothetical answer: Small business owners in North America. Impact: Focuses analysis on specific user groups and regions.

  • Have there been any recent product changes related to page creation?

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.

  • Are there any seasonal trends in page creation we should consider?

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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