Spotify Business Model & Metrics Questions

Examines Spotify's business model, including revenue streams (subscription plans, advertising, and partnerships), pricing strategy, freemium versus premium dynamics, licensing considerations, and platform economics. Covers key performance indicators such as monthly active users, subscribers, churn, ARPU, customer lifetime value, growth metrics, and competitive positioning, along with strategic decisions around content licensing, podcasts, and monetization diversification.

EasyTechnical

73 practiced

Design an executive-level dashboard for Spotify leadership that shows ARPU, subscribers, churn, ad revenue, and top-line growth. Describe the layout, essential visualizations, KPIs, top filters (region, plan, timeframe), recommended refresh cadence for finance vs product, and access control considerations.

HardTechnical

79 practiced

Given tables 'subscriptions(user_id, plan, start_date, end_date, monthly_price)' and 'payments(user_id, payment_date, amount)', write SQL to compute monthly recognized subscription revenue per country for calendar months, prorating revenue for mid-month starts and cancellations. Discuss performance strategies and assumptions (e.g., days-in-month proration vs time-weighted).

EasyTechnical

85 practiced

An investor deck needs subscribers-by-plan (individual, family, student) by country and plan in 30 minutes. Describe the streamlined steps, SQL queries or BI shortcuts you'd use, assumptions you'd make (e.g., active subscribers as of report date), quick validation checks, and how you'd document caveats for the deck.

MediumBehavioral

98 practiced

Describe a time when marketing and finance requested conflicting dashboard features (marketing wanted funnel-level detail; finance required GAAP-aligned revenue figures). How did you prioritize the requests, negotiate trade-offs, and deliver a solution that satisfied both parties? Include your communication approach and measurable outcomes.

EasyTechnical

107 practiced

Given a subscriptions table 'subscriptions(user_id, start_date DATE, end_date DATE NULLABLE, status VARCHAR)', write an ANSI SQL query to compute monthly churn rate for the last 12 months. Define churn as the percent of users active at the start of a month who are not active at the end of that month. Explain edge cases such as reactivations and partial-month subscriptions.

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