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)
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.
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.
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.
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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