Introduction
A sudden 30% decrease in flight search volume on Ctrip's website yesterday afternoon is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll systematically examine potential causes, gather relevant data, and develop a strategic plan to address the root cause while considering both short-term fixes and long-term implications for Ctrip's flight search functionality.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Identifying geographical patterns could point to regional technical issues or market-specific factors. Expected answer: The decrease was more pronounced in certain regions. Impact on approach: If regional, we'd focus on location-specific factors; if global, we'd look at broader system-wide issues.
Why it matters: Recent changes often correlate with sudden performance shifts. Expected answer: A minor update was pushed yesterday morning. Impact on approach: If yes, we'd prioritize investigating that update; if no, we'd look at external factors or gradual system degradation.
Why it matters: Ensures we're not chasing a data anomaly rather than a real issue. Expected answer: No changes to the metric definition or reporting system. Impact on approach: If changed, we'd focus on data integrity; if not, we'd proceed with system and user behavior analysis.
Why it matters: External factors can significantly impact search behavior. Expected answer: No major promotions ended, but a competitor launched a new campaign. Impact on approach: If promotions ended, we'd consider this a potential cause; if not, we'd look more at competitive landscape and system issues.
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