Twitch — Monetization — Product Case Questions

Role context: Data Scientist, Monetization · Est. study time: 45 min · 4 questions

How these map to the role

These are monetization cases: an ambiguous revenue question you frame into a metric and a measurement, and a recommendation you defend. Two things recur — the North Star is creator earnings, not platform revenue, and price/policy changes usually can't be A/B'd, so causal identification is the central skill.

Each answer is a coaching walkthrough: a Sample answer (clarify → approach → a simulated back-and-forth → a clear call), then a Deep dive with illustrative example, then a Grading rubric.

Questions (4)

Subscription revenue fell 6% this month — what happened?Diagnose a problemMediumShould Twitch add a cheaper subscription tier?Launch or notHardDid the Partner Plus 60% split actually help?Measure impactHardDefine success for a new Bits packageMeasure successMedium