Metrics question
How would you measure the success of YouTube TV?
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What this question tests
Metrics structuring for a subscription streaming product, distinguishing acquisition, engagement, and retention.
How to approach it
- Clarify the business model: YouTube TV is a live TV subscription bundle, so success spans acquisition, engagement, and retention.
- Define the north star: paid subscriber count and net subscriber growth after churn.
- Add engagement metrics: average daily watch time and percentage of subscribers using DVR or multi view features weekly.
- Add retention metrics: monthly churn rate and reasons for cancellation from exit surveys.
- Add a guardrail: content cost per subscriber, since carriage fees for live channels are a major cost driver.
- Set an illustrative target, for example reducing monthly churn from 5 percent to 3.5 percent within a year.
What a strong answer includes
- Builds a full metric tree, acquisition, engagement, retention, and cost guardrail, instead of one flat metric.
- Names YouTube TV specific features, DVR and multi view, as engagement signals rather than generic watch time.
- Gives an illustrative churn target, grounding the answer in a realistic number for subscription TV.
- Flags content cost per subscriber as the guardrail that prevents chasing growth unprofitably.
Common mistakes
- Giving only an engagement metric without addressing churn, which is the core risk for subscription TV.
- Ignoring content licensing cost, a major and specific driver of YouTube TV's unit economics.
Likely follow-up questions
- How would you separate voluntary churn from involuntary churn like failed payments?
- How would you weigh content cost against subscriber growth when negotiating carriage deals?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 14: Get the job: the AI PM interview loop