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Product Management Root Cause Analysis Question: Investigating decline in Instagram Stories sticker interaction rate
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why has Instagram Stories sticker interaction rate fallen by 55%?

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

Introduction

Instagram Stories' sticker interaction rate has plummeted by 55%, signaling a critical issue in user engagement. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the product.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product mechanics, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and 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 timeframe, I'm wondering if this decline coincides with any recent updates. Has there been a significant app update or feature release in the past 1-3 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a major UI redesign. Impact on approach: If true, I'd focus on UI/UX issues in my analysis.

  • Considering user segments, I'm curious about the distribution of this decline. Is the 55% 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 users. Expected answer: Younger users (13-24) show a steeper decline. Impact on approach: I'd investigate factors specifically affecting younger users' engagement.

  • Thinking about the sticker types, I'm wondering if all stickers are equally affected. Are there specific sticker types (e.g., polls, questions, music) that have seen a more significant decrease in interaction?

Why it matters: Pinpoints whether it's a global sticker issue or specific to certain types. Expected answer: Music and poll stickers show the largest decline. Impact on approach: I'd focus on these specific sticker types and their recent changes.

  • Considering potential technical issues, I'm curious about the app's performance. Have there been any reported increases in app crashes or performance issues, particularly when using stickers?

Why it matters: Technical problems could directly impact user interaction. Expected answer: No significant increase in reported issues. Impact on approach: If true, I'd shift focus from technical causes to user behavior or design issues.

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