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Product Management Root Cause Analysis Question: Investigating sudden drop in Goibibo's flight search volume
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Nextsprints

Updated Jan 22, 2025

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What caused the sudden 30% decrease in Goibibo's flight search volume last week?

Problem Solving Data Analysis Technical Understanding Travel E-commerce Technology
Data Analysis Root Cause Analysis Technical Troubleshooting User Behavior Travel Tech

Introduction

The sudden 30% decrease in Goibibo's flight search volume last week is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause 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)

  • Looking at the timing, I'm thinking this could be a seasonal trend. Has there been any significant change in travel patterns or holidays that might explain this drop?

Why it matters: Seasonal factors could explain the sudden decrease without indicating a deeper problem. Expected answer: No significant seasonal changes noted. Impact on approach: If seasonal, we'd focus on forecasting and adapting to cyclical patterns.

  • Considering potential technical issues, have there been any recent updates to the search algorithm or website infrastructure?

Why it matters: Technical glitches could severely impact search functionality. Expected answer: A minor update was pushed last week. Impact on approach: If technical, we'd prioritize rollback or hotfix solutions.

  • Thinking about user behavior, has there been any change in marketing campaigns or user acquisition strategies recently?

Why it matters: Changes in user acquisition could affect the quality and quantity of traffic. Expected answer: No significant changes in marketing efforts. Impact on approach: If marketing-related, we'd reassess our acquisition and retention strategies.

  • Regarding competitive landscape, have any major competitors launched new features or promotions recently?

Why it matters: Competitive actions could draw users away from our platform. Expected answer: A competitor launched a new rewards program last month. Impact on approach: If competition-driven, we'd focus on differentiating our offering and improving user retention.

  • Considering data integrity, has there been any change in how search volume is measured or reported?

Why it matters: Measurement changes could create false alarms. Expected answer: No changes in measurement methodology. Impact on approach: If a measurement issue, we'd focus on data validation and reporting processes.

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