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Product Management Root Cause Analysis Question: Investigating sudden drop in Snapchat Story view count
Image of author vinay

Vinay

Updated Jan 8, 2025

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Why has Snapchat's Story view count dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking Social Media Mobile Apps Digital Advertising
Social Media User Engagement Data Analysis Product Metrics Root Cause Analysis

Introduction

Snapchat's Story view count dropping by 15% over the past week is a significant issue that requires immediate attention. This decline in engagement could have far-reaching implications for user retention, advertiser confidence, and overall platform health. I'll approach this problem systematically, focusing on identifying potential root causes, 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 this could be related to a recent app update. Has there been any significant app update or feature release in the past 1-2 weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on the update's impact; if no, we'd look at other factors.

  • Considering user segments, I'm curious about the distribution of this decline. Is the 15% drop consistent across all user demographics, or are certain groups more affected?

Why it matters: Helps identify if it's a universal issue or specific to certain user groups. Expected answer: The decline varies across demographics. Impact on approach: If varied, we'd focus on the most affected segments; if uniform, we'd look at platform-wide issues.

  • Thinking about content trends, have there been any notable changes in the types of Stories being posted or their frequency?

Why it matters: Content quality and quantity directly impact view counts. Expected answer: No significant changes observed. Impact on approach: If changes noted, we'd investigate content-related factors; if not, we'd focus on other areas.

  • Considering potential technical issues, have there been any reported problems with Story loading or playback in the past week?

Why it matters: Technical issues can significantly impact user engagement. Expected answer: Some isolated reports of playback issues. Impact on approach: If widespread issues, we'd prioritize technical investigations; if minimal, we'd consider it a contributing factor but not the primary cause.

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