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.
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: 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.
Subscribe to access the full answer
Monthly Plan
The perfect plan for PMs who are in the final leg of their interview preparation
$99 /month
- Access to 8,000+ PM Questions
- 10 AI resume reviews credits
- Access to company guides
- Basic email support
- Access to community Q&A
Yearly Plan
The ultimate plan for aspiring PMs, SPMs and those preparing for big-tech
$99 $33 /month
- Everything in monthly plan
- Priority queue for AI resume review
- Monthly/Weekly newsletters
- Access to premium features
- Priority response to requested question