Why has Egencia's hotel booking completion rate dropped by 15% in the last month?

Introduction

The recent 15% drop in Egencia's hotel booking completion rate is a critical issue that demands immediate attention. As we analyze this product challenge, I'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal factor at play. Has this drop coincided with any particular holiday or travel season?

Why it matters: Seasonal trends can significantly impact travel bookings. Expected answer: No significant seasonal changes noted. Impact on approach: If seasonal, we'd focus on adapting to cyclical patterns; if not, we'd investigate internal factors more closely.

• Considering user segments, I'm curious if this drop is uniform across all user types. Have you noticed any particular user segment (e.g., business vs. leisure travelers) being more affected?

Why it matters: Different user segments may have distinct needs or be impacted by different factors. Expected answer: The drop is more pronounced among business travelers. Impact on approach: We'd focus on business traveler-specific issues if confirmed.

• Thinking about recent changes, I'm wondering if there have been any significant updates to the booking system or user interface in the past month?

Why it matters: Recent changes could directly impact user behavior and completion rates. Expected answer: A minor UI update was implemented three weeks ago. Impact on approach: We'd scrutinize the UI changes and their potential impact on user flow.

• Considering data integrity, I'm curious if there have been any changes to how the booking completion rate is calculated or measured?

Why it matters: Ensures we're comparing apples to apples and not dealing with a measurement issue. Expected answer: No changes to the metric calculation. Impact on approach: If changed, we'd need to reassess the validity of the comparison; if not, we'd focus on actual performance issues.