← Lyft Interview Insights

Lyft·Product Manager·Onsite - Product Sense / Strategy·Senior

SeniorPrefer not to say
Jun 2026

Summary

PM case question at Lyft, pretty classic product sense format. Just one question but they pushed hard on the prioritization piece, which is where things got interesting.

Questions Asked (1)

Q1

You're the PM for an amusement park where popular rides have an average wait time of one hour. Brainstorm ways to address this and explain how you'd prioritize them.

Product Sense & IdeationRoadmap PrioritizationProduct Strategy
Author's notes

I jumped straight into solutions and had to backtrack when they asked me to slow down and define the problem better first.

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AI HintsAI Generated

Suggested Approach

Start by clarifying the goal (e.g., reduce wait times, improve guest satisfaction, increase revenue) and segment the problem (rides, guests, operations). Then brainstorm solutions across three horizons: quick wins (e.g., real-time wait updates), medium-term (e.g., virtual queue), and long-term (e.g., capacity expansion). Finally, prioritize using a framework like RICE or Impact/Effort, considering feasibility, cost, and guest impact.

Pro tip: Anchor your prioritization in measurable outcomes (e.g., reducing perceived wait time by 20% or increasing ride throughput by 15%) and acknowledge trade-offs like guest experience vs. operational cost. This shows you think like a PM who balances user needs with business viability.

1. Clarify the Problem and Goals

Ask clarifying questions to understand the scope: Is the goal to reduce actual wait time, perceived wait time, or both? What metrics matter (guest satisfaction, revenue, throughput)? Are there constraints (budget, space, regulations)?

2. Segment and Brainstorm Solutions

Break down the problem by guest journey (pre-arrival, in-park, on-ride) and by solution type (technology, operations, incentives). Brainstorm ideas for each segment, aiming for quantity before quality.

3. Categorize and Evaluate Ideas

Group ideas into themes (e.g., demand management, capacity optimization, experience enhancement). For each, estimate potential impact on wait time and guest satisfaction, and assess feasibility (cost, time, complexity).

4. Prioritize Using a Framework

Apply a prioritization framework like RICE (Reach, Impact, Confidence, Effort) or Impact/Effort matrix to rank ideas. Consider dependencies and quick wins vs. long-term bets.

5. Define Next Steps and Metrics

Outline a phased roadmap: immediate actions (e.g., pilot virtual queue), medium-term (e.g., dynamic pricing), long-term (e.g., new ride). Define success metrics and a plan to measure and iterate.

Key Points to Mention

  • Virtual queue or reservation system to reduce physical waiting and improve guest experience.
  • Real-time wait time updates via mobile app to manage expectations and distribute crowds.
  • Dynamic pricing or premium access passes to shift demand and generate revenue.
  • Operational improvements like ride maintenance, loading efficiency, and staff training to increase throughput.
  • Capacity expansion: new rides or additional tracks for popular attractions.
  • Guest engagement during waits: interactive queues, entertainment, or food/drink delivery to reduce perceived wait time.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.