Introduction
The recent decline in average workout duration for Peloton app users from 45 to 35 minutes over the past 60 days is a concerning trend that requires immediate attention. This shift could significantly impact user engagement, retention, and overall product health. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term 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)
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 strategies; if not, we'd investigate other factors.
Why it matters: Different user segments may require targeted solutions. Expected answer: The decline is more pronounced among newer users. Impact on approach: We'd focus on onboarding and early engagement strategies if newer users are more affected.
Why it matters: Product changes could directly impact user behavior. Expected answer: A new interface was rolled out 75 days ago. Impact on approach: We'd investigate the impact of the new interface on user engagement and workout duration.
Why it matters: Changes in user acquisition could bring in a different user demographic. Expected answer: No significant changes in marketing or acquisition strategies. Impact on approach: If unchanged, we'd focus more on product and user experience factors.
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