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Product Management Root Cause Analysis Question: Investigating hotel booking conversion rate decline for Traveloka in Bali

Why has Traveloka's hotel booking conversion rate dropped 15% in the past week for 3-star properties in Bali?

Data Analysis Problem Solving Product Strategy Travel E-commerce Hospitality
User Experience Conversion Optimization Data Analysis Root Cause Analysis Travel Tech

Introduction

Traveloka's 15% drop in hotel booking conversion rate for 3-star properties in Bali over the past week is a critical issue that demands immediate attention. This analysis will systematically 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 overall travel patterns to Bali recently?

Why it matters: Seasonal fluctuations could explain the conversion rate drop. Expected answer: No significant changes in overall travel patterns. Impact on approach: If confirmed, we'd focus more on internal factors.

  • Considering the specificity of the drop, I'm wondering about recent changes. Have there been any updates to the booking flow or UI for 3-star properties in the past two weeks?

Why it matters: Recent changes could directly impact user behavior. Expected answer: A minor UI update was implemented last week. Impact on approach: This would shift our focus to user experience and A/B testing.

  • Thinking about competitive landscape, has there been any notable promotional activity from competitors targeting 3-star properties in Bali?

Why it matters: Competitive actions could explain user behavior shifts. Expected answer: No significant competitor promotions noted. Impact on approach: We'd prioritize internal factors over market dynamics.

  • Considering data integrity, has there been any change in how we're tracking or calculating the conversion rate for these properties?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in tracking or calculation methods. Impact on approach: Confirms the need to investigate actual user behavior and product issues.

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