Define Success for a New Group Feature Without Hiding Cannibalization
Company: Meta
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Technical Screen
Overview: Build a success framework for a social Groups feature by separating adoption from durable user value and measuring cannibalization, network spillovers, safety, and ecosystem health. This product case tests metric design, experimentation judgment, and launch criteria.
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