Metrics question
Rider experience for Uber Airport rides is down in the last 6 months. What would you do?
- Uber
- Metrics
- Medium
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What this question tests
Tests root-cause diagnosis of a declining experience metric over a multi-month window, requiring segmentation before any fix is proposed.
How to approach it
- Define 'rider experience' concretely: likely a blend of rating, wait time, and cancellation rate for airport pickups specifically.
- Segment by airport, time of day, and flight status (delayed vs on-time), since airport pickups have unique supply and timing challenges.
- Check for a supply-side cause: driver incentive changes, a new airport queuing or staging policy, or reduced driver density near airports.
- Check for a demand-side cause: a rise in flight delays or airport traffic that outpaces the app's ETA accuracy.
- Correlate the decline's start with any policy or product change over the 6-month window, such as a change to airport pickup zones.
- Propose a fix targeted at the isolated cause, such as improving ETA accuracy using live flight data or adjusting driver staging incentives.
What a strong answer includes
- Breaks 'rider experience' into concrete sub-metrics (wait time, cancellation, rating) rather than treating it as one vague number.
- Considers the airport-specific supply chain, such as driver staging lots and queuing rules, which behave very differently from street-hail pickups.
- Looks for a specific change that coincides with the 6-month decline rather than assuming gradual, unexplained drift.
- Proposes integrating live flight data to improve ETA accuracy, a concrete and airport-specific fix.
Common mistakes
- Treating airport rides like any other ride without accounting for their unique staging and queuing dynamics.
- Proposing a broad platform-wide fix without first isolating what changed specifically for airport pickups.
Likely follow-up questions
- How would you separate driver-caused delays from airport infrastructure delays?
- What would you test first to validate the flight-delay hypothesis?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 14: Get the job: the AI PM interview loop