Module 5 / 12 · 18 min reading

Shop economics & profitability

Calculate contribution per order and distinguish it from dashboard ROI.

  1. 01

    All variable costs included

  2. 02

    Paid-only metric labeled

  3. 03

    Actual settlements reconciled

1.Build a per-order model

Start with revenue after discounts. Subtract product cost, fulfillment, applicable platform fees, creator commission and an expected returns reserve. Enter current costs from your own agreements; calculator examples are not official fee schedules.

2.Find the paid spend ceiling

Pre-ad contribution is the simplified break-even ad cost per order. Divide net revenue by positive pre-ad contribution for paid-only break-even ROAS. Reserve additional margin if you need to cover overhead or produce a target contribution.

3.Reconcile rather than double-count

GMV Max attribution can include organic and affiliate orders for promoted products. Its ROI is not paid-only ROAS or proof of incremental lift. Reconcile settlements, commissions, refunds and actual spend for the same period.

Worked example

Illustrative: $36 net revenue less $23.56 variable cost leaves $12.44 before ads; spending $4 leaves $8.44, before overhead.

Watch for this mistake

Do not subtract an estimated return reserve and the same actual refund twice in the reconciled P&L.

Practical assignment

Use the profit calculator and save a base, lower-price and higher-cost scenario.

  • All variable costs included
  • Paid-only metric labeled
  • Actual settlements reconciled

Assignment templates

Official references

Source review: October 21, 2026. Platform rules can change; consult current documentation.

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