My first instinct was to go straight to MAUs and skip count, which in hindsight was pretty surface level.
Start by clarifying Spotify's business model and strategic goals, then define a metric framework that balances user engagement, monetization, and content ecosystem health. Prioritize metrics based on the current product lifecycle stage and company objectives, and explain how they interconnect to drive sustainable growth.
Pro tip: Avoid listing metrics in isolation; instead, show how they form a system where improving one can impact others, and tie them to Spotify's North Star metric like 'time spent listening' or 'premium subscriber growth'.
Briefly state Spotify's core business: ad-supported free tier and premium subscriptions, with content costs from licensing. This sets the stage for metric selection.
Propose a North Star metric that captures the value Spotify delivers to users and the business, such as 'Total Listening Hours' or 'Premium Subscriber Lifetime Value'.
Choose 3-4 key metrics across acquisition, engagement, monetization, and retention that support the North Star, explaining why each matters.
Explain how you would prioritize these metrics given Spotify's current focus, e.g., growing premium subscribers vs. increasing ad revenue, and how priorities might shift over time.
Acknowledge potential trade-offs, such as increasing ad load may boost short-term revenue but hurt user experience, and show how metrics interact.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.