Introduction
A sudden 80% drop in a key metric for our streaming video service is a critical issue that demands immediate attention and a structured approach to resolution. As the Product Manager, I'll lead a comprehensive root cause analysis to identify, validate, and address the underlying factors while considering both short-term fixes and long-term strategic implications.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why these questions matter: Understanding the nature and scope of the metric drop is crucial for focusing our investigation and developing targeted solutions. Hypothetical answers to these questions would significantly shape our approach:
For example, if the affected metric is "daily active users" and the drop occurred suddenly across all user segments, we'd likely focus on technical issues or major external events. However, if the drop is in "average watch time" and primarily affects mobile users, we'd investigate mobile app-specific problems or changes in mobile user behavior.
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