Ad Campaign Analyzer

Overview

Take raw campaign performance data and turn it into testable decisions. Normalize the inputs, distinguish descriptive results from causal evidence, quantify uncertainty when the data supports it, and propose bounded budget experiments.

Core principle: Use verified measurements and explicit uncertainty to prioritize tests. This guide supports analysis, not a guarantee of optimal allocation or specialist performance.

When to Use This Skill