Strategy question
One of the ideas that was added to your backlog is the ride scheduling functionality. Analyze this scheduling feature from the product perspective and make a recommendation whether to proceed to the implementation step.
- Lyft
- Strategy
- Hard
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
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What this question tests
Whether you can evaluate a backlog idea rigorously against cost, demand, and strategic fit rather than building everything proposed.
How to approach it
- Clarify the goal: does ride scheduling target planned trips like airport rides, or general convenience booking.
- Assess demand signal: check for existing proxy data, like riders searching or canceling due to lack of a schedule option.
- Assess cost: scheduling requires driver availability guarantees, which conflicts with Lyft's real-time dispatch model and could hurt driver utilization.
- Assess competitive context: whether rivals already offer this and how it performs for them.
- Weigh the tradeoff: potential to capture planned-trip demand against the risk of driver no-shows and worse marketplace efficiency.
- Recommend a scoped pilot, like airport-only scheduled rides, rather than full rollout, to test demand and operational feasibility first.
What a strong answer includes
- Identifies the real operational tension, guaranteed future rides conflict with Lyft's real-time supply and demand matching model.
- Proposes a narrow, testable use case, like airport rides, instead of a blanket yes or no.
- Grounds the recommendation in a cost-benefit tradeoff rather than assuming the feature is automatically good.
Common mistakes
- Recommending full implementation with no consideration of driver reliability risk.
- No proposal for how to test demand before committing full engineering effort.
- Ignoring the operational conflict between scheduled rides and real-time dispatch.
Likely follow-up questions
- How would you handle a driver who does not show up for a scheduled ride?
- What data would convince you this feature is not worth building?
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More questions from Lyft
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop