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Product Management Root Cause Analysis Question: Investigating Messenger Kids' friend acceptance rate decline
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why did Messenger Kids friend acceptance rate drop to 50%?

Data Analysis Problem-Solving User Experience Social Media Child Safety Tech Messaging Platforms
User Engagement Data Analysis Product Metrics Root Cause Analysis Messenger Kids

Introduction

The sudden drop in Messenger Kids' friend acceptance rate to 50% is a critical issue that demands immediate attention. This metric is a key indicator of user engagement and the overall health of the platform. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies to address the issue.

Framework overview

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

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent change. When exactly did we notice this drop in acceptance rate?

Why it matters: Pinpointing the timeframe helps narrow down potential causes. Expected answer: Within the last week or month. Impact on approach: A sudden drop suggests a specific trigger, while a gradual decline might indicate a broader issue.

  • Considering user segments, I'm wondering if this affects all users equally. Are we seeing any patterns in terms of age groups or geographic regions?

Why it matters: Identifying affected segments can reveal targeted issues. Expected answer: The drop is more pronounced in certain age groups or regions. Impact on approach: Segmented data would lead to more focused hypotheses and solutions.

  • Thinking about recent updates, have there been any changes to the friend request UI or process in Messenger Kids?

Why it matters: UI changes can significantly impact user behavior. Expected answer: A recent update to the friend request flow. Impact on approach: If confirmed, this would shift focus to UI/UX-related hypotheses.

  • Considering data integrity, has there been any change in how we measure or define "friend acceptance rate"?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement methodology. Impact on approach: If there were changes, we'd need to reassess the validity of the metric drop.

  • Given the nature of Messenger Kids, I'm curious about parental controls. Have there been any changes to parental approval settings or processes?

Why it matters: Parental controls are crucial in Messenger Kids and could directly impact friend acceptances. Expected answer: Recent updates to parental control features. Impact on approach: This would lead us to investigate the intersection of user experience and safety features.

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