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Product Management Root Cause Analysis Question: Investigating YouTube video upload failures affecting creators

Asked at Google

15 mins

Why are YouTube video uploads failing for 35% of creators?

Problem-Solving Data Analysis Technical Understanding social media content streaming digital entertainment
User Experience Content Creation Root Cause Analysis Technical Troubleshooting Video Platforms

Introduction

YouTube's video upload failure rate of 35% for creators is a critical issue that demands immediate attention. This problem directly impacts content creation, user engagement, and ultimately, the platform's core value proposition. I'll approach this analysis systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes 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 scale, I'm thinking this might be a widespread issue. Is this failure rate consistent across all creator types, or are certain segments more affected?

Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The issue affects creators across various segments, but with some variation. Impact on approach: If certain segments are more affected, we'd focus on segment-specific factors.

  • Considering recent changes, I'm wondering if there have been any major platform updates or infrastructure changes in the past week or month?

Why it matters: Recent changes often correlate with sudden performance issues. Expected answer: There was a backend infrastructure update two weeks ago. Impact on approach: We'd prioritize investigating the recent update's impact on upload processes.

  • Examining user behavior, are creators experiencing this issue at specific times or consistently throughout the day?

Why it matters: Time-based patterns could indicate capacity or load-related problems. Expected answer: The issue is more prevalent during peak upload times. Impact on approach: We'd focus on scalability and load management solutions.

  • Thinking about error messages, what specific feedback are creators receiving when uploads fail?

Why it matters: Error messages can provide direct clues about the nature of the problem. Expected answer: Creators see a generic "Upload failed" message without specific details. Impact on approach: We'd prioritize improving error logging and user communication.

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