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Product Management Root Cause Analysis Question: Facebook user retention decline after 30 days
Image of author vinay

Vinay

Updated Nov 15, 2024

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Asked at Meta

15 mins

New users signing up for FB are not returning after 30 days. How will you identify the problem? Discuss solutions to that.

Data Analysis Problem Solving Strategic Thinking Social Media Technology Digital Marketing
Social Media User Experience Data Analysis User Retention Root Cause Analysis

Introduction

New user retention is a critical metric for Facebook's growth and long-term success. The issue of new users not returning after 30 days signals a significant problem in the onboarding process or early user experience. I'll approach this systematically to identify the root cause and propose effective solutions.

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 current 30-day retention rate for new users, and how does it compare to historical benchmarks?

  • Are there specific user segments (e.g., age groups, regions) more affected than others?

  • Have there been any recent product changes or feature launches that coincide with the drop in retention?

  • What's the typical user journey for new Facebook users in their first 30 days?

  • How does the retention rate vary across different platforms (mobile app, desktop, mobile web)?

  • Are there any changes in acquisition channels that might be affecting the quality of new sign-ups?

Understanding these aspects will help focus our investigation and solution development. For instance, if the issue is more pronounced in certain demographics or regions, we might need to tailor our approach accordingly.

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