Intermediate Practice Cases

111 practice cases

• Google Docs Daily Unique Document Edits (Global)

  Imagine you're a PM at Google Docs. How many unique documents do you estimate are actively edited by users globally on an average weekday?

• Toyota's Next-Gen In-Car Platform: Build, Buy, or Partner?

  You're the Head of Product at Toyota, tasked with defining the strategy for the next generation's in-car infotainment and connected services platform. Given the rapidly evolving tech landscape and high customer expectations, how would you evaluate whether Toyota should build this critical capability

• Robinhood Investment Recommendations: Guardrail Metrics for Trade Volume Optimization

  As a PM for Robinhood's personalized investment recommendations feature, your team's primary goal is to increase the volume of trades made through these recommendations. What critical counter-metrics and guardrails would you implement to ensure this optimization doesn't lead to adverse outcomes for

• Spotify Premium Feature Prioritization

  You're the PM for Spotify's Premium tier. Your team has identified three high-impact initiatives: 1) a 'smart shuffle' that learns user preferences within playlists, 2) integrated podcast video playback for all podcasts, and 3) real-time collaborative playlist editing. With limited engineering capac

• Investigating Contradictory Streaming Engagement Metrics

  After launching a revamped 'Recommended for You' section on a streaming service like Hulu, overall daily watch time increased by 5%. However, you also observe a 3% drop in the completion rate for the first episode of *new* series. How would you investigate this seemingly contradictory outcome?

• Metrics for a Social Streaming Feature

  Imagine you've launched a new 'Group Watch' feature on a streaming service like Netflix or Hulu, allowing users to watch content synchronously with friends. How would you define its success metrics?

• Third-Party Vendor Delay for Critical Launch

  You're managing the integration of a new payment gateway for our e-commerce platform, which is critical for the upcoming Black Friday launch. The third-party vendor just informed you they are 2 weeks behind schedule on their API delivery. How do you react and manage this immediate risk?

• Peloton's Future Growth Strategy

  Given Peloton's current market challenges and saturation in the premium home fitness segment, what strategic product initiatives should Peloton pursue to reignite growth and capture new user segments over the next 3-5 years?

• Navigating Technical Roadblocks and Scope Adjustments

  Tell me about a time you had to significantly de-scope a feature or delay a major launch due to unforeseen technical challenges or resource limitations.

• Google Photos Feature Prioritization: Cleanup vs. Enhanced Sharing

  Imagine you're the PM for Google Photos. The team has resources for *one* major feature in the next quarter: either a 'Smart Album Cleanup' tool (deleting duplicates, blurry photos automatically) or an 'Enhanced Sharing' feature (group albums, collaborative editing). How would you prioritize?

• Prioritizing Tech Debt vs. New Feature Growth

  Describe a situation where you had to make a tough trade-off between addressing critical technical debt and launching a high-priority new feature.

• Netflix Mobile App: Prioritizing New Engagement Features

  Imagine you're the PM for Netflix's mobile app. Your team has the capacity to build *one major feature* next quarter. The proposals are: an AI-driven personalized 'mood playlist' creator, enhanced collaborative watch parties with integrated video chat, or a robust in-app gifting/subscription sharing

• Instagram's Gen Z Strategy vs. TikTok

  Given Meta's current focus on the metaverse, what product strategy would you propose for Instagram to maintain relevance and user growth among Gen Z, specifically competing with TikTok's short-form video dominance?

• Navigating Technical Blockers During Product Launch

  Tell me about a time you were leading a product launch and encountered a significant, unforeseen technical blocker or dependency just before the scheduled release. How did you navigate this situation?

• Metrics for B2C Subscription Onboarding Effectiveness

  For a new user onboarding flow for a B2C subscription service like Calm, what key metrics would you use to evaluate its effectiveness?