Quick answer: The ecommerce analytics metrics that matter most for DTC brands are the ones tied to profit, not vanity: LTV:CAC ratio, contribution margin, CAC payback period, MER (marketing efficiency ratio), and cohort-based repeat purchase rate. Platform ROAS alone is misleading — it overstates true return by roughly 2.3x and ignores COGS, shipping, and returns. […]