Product Management Practice Cases

340 practice cases

• Influencing Product Roadmap for E-commerce Sustainability Initiative

  Describe a situation where you needed to persuade a cross-functional team at Amazon to prioritize a sustainability initiative for the e-commerce division without having direct authority.

• North Star Metric for Coursera's Skill Development Courses

  What should be the north star metric for Coursera's online skill development courses, and why?

• DoorDash Delivery Costs Surge Analysis

  Over the past week, DoorDash has experienced a 50% increase in average delivery costs per order. Walk me through your approach to diagnosing this sudden rise.

• FinTech API: Mandatory Regulatory Scope Expansion Mid-Project

  You're the Product Manager for 'FinConnect API,' a B2B transaction API at a high-growth fintech startup, aiming for a critical launch with a major bank partner in 8 weeks. Four weeks into development, a new, non-negotiable financial reporting regulation is unexpectedly announced, requiring a signifi

• Unity XR: Prioritizing Enterprise Retention vs. Indie Growth

  You're the PM for Unity's XR development tools. For the next quarter, your engineering team can only focus on one major initiative. One addresses critical render latency for existing enterprise VR applications (reducing it by 15%), a key factor in potential churn for high-value clients. The other is

• Estimate global weekly active listeners for true crime podcasts on Spotify

  As a PM at Spotify, how would you estimate the total number of weekly active listeners for 'true crime' podcasts globally?

• Predictive Maintenance for Legacy Industrial Machines (Siemens)

  You're the Lead PM at Siemens Industrial, tasked with improving Overall Equipment Effectiveness (OEE) across factories still using 30-year-old CNC machines. Your mandate is to design a digital solution that provides real-time machine monitoring and predictive maintenance alerts for these legacy syst

• Microsoft Teams: Responding to a Decentralized, AI-Powered Collaboration Competitor

  You're a Principal PM at Microsoft responsible for Microsoft Teams. A new entrant, 'Agora Connect,' is gaining significant traction by offering a decentralized, AI-powered collaboration platform that promises unparalleled data privacy and user autonomy. How should Microsoft Teams strategically respo

• Navigating Ethical AI Ambiguity at a Social Platform

  Tell me about a time you led the development of a novel, ethically sensitive AI feature at a large social platform like ConnectX, where the regulatory landscape was non-existent and internal stakeholders had vastly different perspectives on acceptable risk. How did you define success and navigate th

• Peloton Germany Launch: Success Metrics for New Market Entry

  As the PM overseeing Peloton's expansion into Germany, you've been tasked with defining the critical success metrics for the first 90-180 days. Beyond just sales numbers, what leading and lagging indicators would you prioritize to understand market penetration, product adoption, and long-term viabil

• Stripe Canada SMB Transaction Volume Drop Investigation

  As a Product Manager for Stripe's SMB payments platform, you've just been alerted to a sudden, 18% drop in successful transaction volume from Canadian merchants over the past 24 hours. This is a critical growth segment. How would you approach investigating this unexpected decline?

• Amazon Logistics: Real-Time Traffic Prediction Mid-Project Scope Creep

  As a Product Manager for Amazon Logistics, you're three weeks into a six-week project to optimize last-mile delivery routes, targeting a 10% reduction in delivery failures. Your data science team uncovers a novel way to incorporate real-time traffic prediction, which wasn't in the initial scope but

• GitHub Actions: Prioritizing Enterprise Feature Investment

  You're a PM for GitHub Actions. Your team is evaluating two major initiatives for enterprise customers: enhancing self-hosted runner management for better scalability and security, versus building comprehensive cost analytics and optimization recommendations. Using the RICE framework, how would you

• Global Rock Climbing Handhold Annual Purchase Estimate for Black Diamond

  You're a PM at Black Diamond, a leading climbing gear manufacturer. How would you estimate the total number of individual rock climbing handholds purchased globally each year?

• NASA Deep-Space Mission Resource Planner

  You're the Lead Product Manager for Mission Operations at NASA. Design a novel software tool to assist deep-space mission planners in optimizing resource allocation (power, bandwidth, crew time) for long-duration missions, where communication latency is a primary constraint. How would you approach i