System Design · OpenAI · Medium
An internet subscription service is testing whether eligible new users should receive the first month free rather than be charged at signup. Design a randomized experiment and an analysis plan to estimate the causal effect of this offer. Your response should cover: The randomization unit and overall test setup. The primary decision metric, and why raw signup conversion or retention measured only among users who sign up is insufficient by itself. Secondary funnel metrics and…
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