Introduction
The recent 20% decrease in average watch time for YouTube Shorts over the past month is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain temporary shifts in user behavior. Expected answer: No significant seasonal events during this period. Impact on approach: If seasonal, we'd focus on cyclical patterns; if not, we'd investigate other factors.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decrease is more pronounced among younger users (18-24). Impact on approach: We'd focus on factors specifically impacting younger demographics.
Why it matters: Recent changes could directly impact user engagement. Expected answer: A minor UI update was rolled out two weeks ago. Impact on approach: We'd investigate the potential impact of this UI change on user behavior.
Why it matters: Content quality and variety significantly influence watch time. Expected answer: No notable changes in content trends observed. Impact on approach: We'd look deeper into user behavior and technical factors if content isn't the issue.
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