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Product Management Root Cause Analysis Question: Investigating a 50% drop in user uploads for a content platform

What would you do if you found out our uploads were down 50%?

Problem Solving Data Analysis Technical Understanding Cloud Storage Social Media Content Platforms
User Engagement Data Analysis Metrics Root Cause Analysis Technical Troubleshooting

Introduction

A 50% drop in uploads is a critical issue that demands immediate attention and a systematic approach to identify and address the root cause. This significant decrease in user engagement could have far-reaching consequences for our product's success and user satisfaction. I'll approach this problem by first clarifying the context, then systematically analyzing potential causes, and finally proposing a structured plan for resolution.

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 a recent development. When did we first notice this 50% drop in uploads?

Why it matters: Understanding the timeline helps identify potential triggers and narrows down the scope of investigation. Expected answer: Within the last week or month. Impact on approach: A sudden drop would suggest a specific event or change, while a gradual decline might indicate a broader trend or user behavior shift.

  • Considering user segments, I'm wondering if this affects all users equally. Have we seen any patterns in terms of user demographics or device types that are more affected?

Why it matters: This helps determine if the issue is universal or specific to certain user groups, guiding our investigation and potential solutions. Expected answer: The drop is more pronounced among mobile users or a specific age group. Impact on approach: If it's segment-specific, we'd focus on that particular user group and their unique characteristics or usage patterns.

  • Thinking about recent changes, have we deployed any updates to the upload feature or related systems in the past few weeks?

Why it matters: Recent changes are often the culprit in sudden performance shifts, and identifying them can fast-track our root cause analysis. Expected answer: A recent update to the upload API or UI changes in the upload flow. Impact on approach: If there's a correlation with recent changes, we'd prioritize investigating those specific updates and potentially consider a rollback.

  • Considering the upload process, I'm curious about where in the funnel we're seeing the biggest drop-off. Do we have data on where users are abandoning the upload process?

Why it matters: This pinpoints the specific stage in the upload process that's causing issues, allowing for more targeted investigation and solutions. Expected answer: Users are dropping off at the file selection stage or during the actual upload process. Impact on approach: We'd focus our technical and UX investigations on the specific stage where users are encountering problems.

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