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Product Management Root Cause Analysis Question: Investigating declining friend requests on a social network platform

Asked at Meta

12 mins

Friend requests are down by 10%. Evaluate why.

Data Analysis Problem Solving User Behavior Understanding Social Media Technology Digital Marketing
User Engagement Data Analysis Product Metrics Root Cause Analysis Social Networks

Introduction

Friend requests, a core metric for social networking platforms, have declined by 10%. This significant drop warrants a thorough investigation to identify the root cause and develop effective solutions. I'll approach this issue systematically, examining both internal and external factors that could be influencing user behavior and platform performance.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • What's the time frame for this 10% decrease?

  • Why: Establishes context and helps identify potential correlations
  • Hypothetical answer: Last 30 days
  • Impact: Focuses analysis on recent changes and seasonal factors
  • Are all user segments equally affected?

  • Why: Helps pinpoint if the issue is universal or segment-specific
  • Hypothetical answer: Decline is more pronounced among users aged 18-24
  • Impact: Directs investigation towards factors affecting younger users
  • Have there been any recent product changes or feature releases?

  • Why: Identifies potential internal causes
  • Hypothetical answer: New privacy settings were introduced two weeks ago
  • Impact: Suggests examining the impact of these new settings on friend requests
  • Has the definition or measurement of "friend requests" changed recently?

  • Why: Ensures we're comparing apples to apples
  • Hypothetical answer: No changes in definition or measurement
  • Impact: Rules out data inconsistencies as a cause
  • Are there any known technical issues or outages that could affect this metric?

  • Why: Identifies potential technical root causes
  • Hypothetical answer: No major outages, but some users reported slow load times
  • Impact: Suggests investigating performance issues as a potential factor

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