Why CM3, Not Just ROAS
A campaign can show a strong 3.5x ROAS in Ads Manager and still lose money once product cost, shipping, gateway fees, returns and marketing spend are all accounted for. Contribution Margin strips that illusion out, layer by layer.
CM1 — Gross Margin
CM2 — After Fulfillment
CM3 — Real Per-Order Profit
CM3 is the number that should decide whether to scale a channel, not platform ROAS alone. For a full walkthrough of blended CAC and how it feeds the marketing cost line here, see our Ecommerce CAC Playbook or model acquisition cost first with the CAC & LTV:CAC Calculator.
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