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)
- Why: Establishes context and helps identify potential correlations
- Hypothetical answer: Last 30 days
- Impact: Focuses analysis on recent changes and seasonal factors
- 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
- 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
- Why: Ensures we're comparing apples to apples
- Hypothetical answer: No changes in definition or measurement
- Impact: Rules out data inconsistencies as a cause
- 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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