Introduction
The recent 25% decrease in average session duration for Odoo's e-commerce platform over the past two weeks is a significant issue that demands immediate attention. This metric is crucial for understanding user engagement and overall platform performance. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI refresh two weeks ago. Impact on approach: If confirmed, we'd focus on UI/UX issues in our analysis.
Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The decrease is more significant among mobile users. Impact on approach: We'd prioritize mobile-specific factors in our investigation.
Why it matters: Correlations between metrics can provide valuable insights. Expected answer: Cart abandonment has increased by 15%. Impact on approach: We'd explore the relationship between session duration and cart abandonment.
Why it matters: Changes in user acquisition can affect overall engagement metrics. Expected answer: No major changes in marketing efforts. Impact on approach: We'd focus more on internal factors rather than user acquisition changes.
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