Hypothetically, there is a data point that indicates that there are more Uber drop-offs at the airport than pick-ups from the airport. Why is this the case and what would you do within the product to change that?

Introduction

The discrepancy between Uber drop-offs and pick-ups at airports presents an intriguing product challenge. This analysis will systematically explore potential root causes, validate hypotheses, and propose strategic solutions to address the imbalance.

Step 1

Clarifying Questions (3 minutes)

• Considering seasonality, I'm wondering if this trend is consistent year-round. Does the drop-off to pick-up ratio fluctuate significantly during peak travel seasons?

Why it matters: Seasonal patterns could indicate external factors rather than product issues. Expected answer: Some variation exists, but the trend persists across seasons. Impact on approach: Consistent trend would shift focus to product-specific factors.

• Thinking about user segments, are we seeing this pattern across all types of riders, or is it more pronounced for certain groups (e.g., business vs. leisure travelers)?

Why it matters: Different user segments may have distinct behaviors and needs. Expected answer: The trend is more noticeable among leisure travelers. Impact on approach: Would tailor solutions to address specific segment needs.

• Reflecting on recent changes, have there been any significant updates to the airport pick-up experience in the last 3-6 months?

Why it matters: Recent product changes could directly impact user behavior. Expected answer: Minor UI updates, but no major changes to the pick-up process. Impact on approach: Would focus on existing product features rather than recent changes.

• Considering competitive landscape, has there been any notable shift in alternative transportation options at the airports we serve?

Why it matters: External competition could be drawing users away for airport pick-ups. Expected answer: Some airports have improved public transit connections. Impact on approach: Would need to assess Uber's value proposition for airport pick-ups.