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Product Management Root Cause Analysis Question: Investigating sudden drop in Ctrip's mobile app hotel booking conversion rate

Asked at Ctrip

12 mins

Why has the hotel booking conversion rate on Ctrip dropped by 15% in the past week for mobile app users?

Data Analysis Problem-Solving Product Strategy Travel E-commerce Mobile Apps
User Experience Root Cause Analysis Travel Tech Conversion Rate Mobile App Optimization

Introduction

The recent 15% drop in hotel booking conversion rates for Ctrip's mobile app users is a critical issue that demands immediate attention. 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 there might be a recent app update. Has there been any significant changes to the mobile app in the past week or two?

Why it matters: Recent changes could directly impact user experience and conversion rates. Expected answer: Yes, there was an update. Impact on approach: If yes, we'll focus on the changes made in the update.

  • Considering user segments, I'm curious about the distribution of this drop. Is the 15% decrease uniform across all user segments or more pronounced in specific groups?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more significant in certain segments. Impact on approach: We'll prioritize investigating the most affected segments.

  • Given the specificity to mobile, I'm wondering about the performance on other platforms. Has there been any change in conversion rates for desktop or tablet users during the same period?

Why it matters: Isolates whether this is a mobile-specific issue or a broader trend. Expected answer: No significant changes on other platforms. Impact on approach: We'll focus exclusively on mobile app factors if other platforms are stable.

  • Considering potential external factors, have there been any major events or changes in the travel industry that could influence booking behavior?

Why it matters: Helps rule out or consider external influences on the conversion rate. Expected answer: No significant industry-wide events. Impact on approach: We'll prioritize internal factors if no external events are identified.

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