How would you evaluate upranking shop ads?

Company: Meta

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Technical Screen

Quick Answer: This question evaluates a candidate's competency in ad-ranking intervention evaluation, causal inference and experimentation design, metric definition, and trade-off analysis within the Analytics & Experimentation domain, requiring both conceptual understanding of incentives and practical application to metric selection and randomized test design.