Introduction
Douyin's 20% decrease in average watch time per user over the last month is a significant issue that demands immediate attention. This metric is crucial for Douyin's success as it directly correlates with user engagement, content quality, and ultimately, the platform's revenue. I'll approach this problem systematically, starting with clarifying questions, then moving through hypothesis generation, root cause analysis, and finally, proposing solutions and next steps.
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 trends can significantly impact user behavior. Expected answer: No major holidays during this period. Impact on approach: If confirmed, we'd focus more on internal factors.
Why it matters: Identifying specific affected groups can narrow down potential causes. Expected answer: Younger users (18-25) show a more significant decrease. Impact on approach: We'd investigate factors specifically affecting this age group.
Why it matters: Product changes often have unintended consequences on user behavior. Expected answer: A recommendation algorithm update was implemented 6 weeks ago. Impact on approach: We'd closely examine the impact of this algorithm change.
Why it matters: Content is the core of Douyin's offering and directly impacts watch time. Expected answer: No significant changes noted in content trends. Impact on approach: We'd look more closely at how content is being served to users.
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