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Product Management Root Cause Analysis Question: Investigating sudden decrease in Kuaishou video uploads

What caused the sudden 30% decrease in video uploads to Kuaishou's short-form video platform yesterday?

Data Analysis Problem-Solving Technical Understanding social media video streaming mobile apps
Product Metrics Root Cause Analysis Technical Troubleshooting User Behavior Video Platforms

Introduction

A sudden 30% decrease in video uploads to Kuaishou's short-form video platform is a critical issue that demands immediate attention. This significant drop could impact user engagement, content diversity, and ultimately, the platform's growth. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies.

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 change. When exactly did we first notice this 30% decrease?

Why it matters: Pinpointing the exact timeframe helps narrow down potential causes. Expected answer: The decrease was noticed yesterday. Impact on approach: A sudden drop suggests an acute issue rather than a gradual trend.

  • Considering user segments, I'm wondering if this affects all users equally. Have we seen any differences in upload rates across user demographics or geographies?

Why it matters: Identifying affected segments can reveal targeted issues. Expected answer: The decrease is relatively uniform across segments. Impact on approach: A uniform decrease might indicate a platform-wide issue rather than a segment-specific problem.

  • Given the nature of short-form video, I'm curious about content categories. Has the decrease been consistent across all types of content, or are certain categories more affected?

Why it matters: Content-specific issues could point to targeted problems or policy changes. Expected answer: Some variation across categories, but generally consistent. Impact on approach: Consistent decrease across categories suggests a broader platform issue.

  • Thinking about recent changes, have there been any updates to the upload process or content guidelines in the past week?

Why it matters: Recent changes could directly impact user behavior or system performance. Expected answer: No significant changes in the past week. Impact on approach: If no recent changes, we'll need to look at other factors like technical issues or external events.

  • Considering the metric itself, I'm wondering about data accuracy. Have we confirmed that our tracking systems are functioning correctly and that the definition of "video upload" hasn't changed?

Why it matters: Ensures we're not chasing a non-existent problem due to data errors. Expected answer: Tracking systems and definitions are consistent and accurate. Impact on approach: Confirms the issue is real and not a data anomaly, focusing our efforts on actual causes.

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