Why has the average time spent on Carvana's 360-degree vehicle tour feature decreased by 30% among mobile app users in the past two weeks?

Introduction

The recent 30% decrease in average time spent on Carvana's 360-degree vehicle tour feature among mobile app users is a concerning trend that requires immediate attention. This analysis will systematically 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 have been a recent app update. Has there been any significant changes to the mobile app in the last month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes in that update.

• I'm curious about the user segments. Are we seeing this decrease across all user types, or is it more pronounced in certain groups?

Why it matters: Different user segments may be affected differently, pointing to specific issues. Expected answer: The decrease is more significant among first-time users. Impact on approach: We'd investigate onboarding and first-time user experience.

• Considering the feature itself, has there been any change in the content or quality of the 360-degree tours recently?

Why it matters: Content quality directly impacts user engagement. Expected answer: No changes to the tour content itself. Impact on approach: We'd look more closely at technical or UX issues.

• I'm wondering about external factors. Have there been any significant changes in the used car market or competitor offerings in the past month?

Why it matters: External market forces could influence user behavior. Expected answer: No major market shifts, but a competitor launched a similar feature. Impact on approach: We'd consider competitive analysis in our investigation.