Why has Agoda's mobile app booking conversion rate dropped 15% over the past month?

Introduction

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

Our approach will involve a thorough examination of internal and external factors, data analysis, hypothesis generation, and validation. We'll also develop a comprehensive plan to resolve the issue and prevent similar occurrences in the future.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: Seasonal fluctuations could explain the conversion rate drop and inform our solution approach. Expected answer: No significant seasonal trends observed. Impact on approach: If seasonal, we'd focus on adjusting marketing strategies; if not, we'd look deeper into internal factors.

• Considering user segments, I'm curious if this drop is uniform across all user types. Have we seen any differences in conversion rates between new and returning users?

Why it matters: Different user behaviors could point to specific areas of the app or user journey that need attention. Expected answer: The drop is more pronounced among new users. Impact on approach: If new users are more affected, we'd focus on onboarding and first-time user experience improvements.

• Given the magnitude of the drop, I'm wondering about recent changes. Have there been any significant updates to the app or backend systems in the past 1-2 months?

Why it matters: Recent changes could be directly responsible for the conversion rate drop. Expected answer: A new payment gateway was implemented three weeks ago. Impact on approach: If recent changes correlate with the drop, we'd prioritize investigating and potentially rolling back those changes.

• Thinking about external factors, has there been any notable shift in competitor activities or market conditions?

Why it matters: External pressures could be driving users away from our app. Expected answer: No significant changes in competitor landscape or market conditions. Impact on approach: If external factors are at play, we'd need to reassess our competitive positioning and value proposition.

• Considering the possibility of measurement errors, has there been any change in how we track or calculate the conversion rate?

Why it matters: Ensures we're addressing a real issue and not a data anomaly. Expected answer: No changes in measurement methodology or tracking systems. Impact on approach: If there are measurement issues, we'd need to fix our analytics before addressing the perceived problem.