This post breaks down why ROAS is a dangerously incomplete metric exposes the hidden costs (returns, COGS, fulfillment, CAC) that quietly destroy margins, and introduces the 4-Layer Profitability Audit, a practical framework for evaluating true growth quality beyond vanity metrics.