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Product Management Root Cause Analysis Question: Investigating Instagram Stories view completion rate decline
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why did Instagram Stories view completion drop to 40%?

Data Analysis Problem Solving Product Strategy Social Media Mobile Apps Digital Marketing
Social Media User Engagement Data Analysis Product Metrics Root Cause Analysis

Introduction

Instagram Stories view completion dropping to 40% is a significant issue that demands immediate attention. This metric is crucial for user engagement and content effectiveness on the platform. I'll approach this problem systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.

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 completion rate?

Why it matters: Pinpointing the timeframe helps isolate 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 trend.

  • Considering user segments, I'm wondering if this affects all users equally. Are we seeing differences in completion rates across various user demographics or geographies?

Why it matters: Identifies whether the issue is universal or specific to certain groups. Expected answer: Varied impact across different user segments. Impact on approach: Targeted solutions for affected segments vs. platform-wide changes.

  • Thinking about content, has there been any change in the average length or type of Stories being posted?

Why it matters: Content changes could directly impact view completion rates. Expected answer: Possible increase in Story length or shift in content type. Impact on approach: Focus on content optimization vs. technical issues.

  • Considering technical aspects, have we implemented any recent updates to the Stories feature or algorithm?

Why it matters: Technical changes often have unintended consequences on user behavior. Expected answer: Recent update to Stories algorithm or UI. Impact on approach: Investigate technical issues vs. focusing on user behavior or content.

  • Reflecting on external factors, have we observed any changes in competitor platforms that might be affecting user engagement with our Stories?

Why it matters: External competition can significantly impact user behavior. Expected answer: New features or changes on competing platforms. Impact on approach: Focus on competitive analysis and feature development vs. internal optimizations.

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