Every example and amount on this page is illustrative. It shows the method and is not a benchmark, a quote or advice.
Start With the Margin Measure You Need
Gross margin measures what remains after product cost: (realized revenue − cost of goods) ÷ realized revenue. It excludes advertising, payment fees, fulfilment, returns handling, payroll, rent and other operating costs. Use it to assess product pricing, sourcing and assortment economics. A high gross margin does not mean an order is profitable.
Contribution margin goes further by subtracting costs that vary with selling or fulfilling the order. For a fashion store, that can include advertising and other order-level costs defined in your model. It answers whether a product, collection or customer is contributing toward fixed overhead. Use it when deciding whether to scale a campaign, keep a collection or fix its economics. ORVX reports contribution after advertising by product and collection, alongside product margin calculations.
Net profit margin subtracts the business’s full expense base, including fixed overhead and any financing or tax treatment included in your accounts. It supports decisions about overall viability, budgeting and retained profit, not just whether one SKU should be advertised. Keep the measures separate: gross margin diagnoses product economics, contribution margin guides operating choices, and net margin tests the business as a whole.
| Measure | Includes | Excludes | Best decision |
|---|---|---|---|
| Gross margin | Realized revenue and product cost | Operating and selling costs | Price, sourcing and assortment |
| Contribution margin | Gross profit plus variable selling or fulfilment costs | Fixed overhead | Scale, reduce or fix product and campaign economics |
| Net profit margin | All expenses included in the accounting view | Nothing within that stated expense basis | Assess overall viability and planning |
Which Costs Belong in a Women’s Fashion Margin
Start with order value: merchandise and shipping charged at checkout, discounts separate. Exclude sales tax from revenue: it is collected for the state, not earned by the store. Separate cancellations and returned orders from delivered sales; recognise a return’s refund value and return or reverse-logistics cost against order economics.
Product margin includes COGS; contribution margin also includes inbound freight, packaging, fulfilment, payment fees, discounts and return costs. Allocate freight and packaging consistently by unit, weight or order. Base payment fees on amount collected; discounts reduce realised revenue, not product cost.
Keep rent, salaries, software, insurance and other overhead for net profit. Use gross margin for pricing and sourcing, contribution margin for order, product or collection selling-cost decisions, and net margin for the business. A profit margin calculator keeps them separate.
Worked example with sample numbers
This example uses sample numbers for a women's fashion store selling in the US. They are made up to show the method, they are not a benchmark, and your own figures will differ.
Formula: Margin = (net price - cost of goods - delivery - packing - fees - returns allowance) / net price.
| Line | Amount |
|---|---|
| Price the customer pays | $58.99 |
| Cost of goods | $18.18 |
| Delivery and packing | $5.50 |
| Payment fee | $2.01 |
| Returns allowance | $3.54 |
| Left over | $29.75 |
| Margin on net price | 50.4% |
Run the same sum with your own numbers in the free calculator, or browse guides for sellers in the US and more women's fashion guides.
General information only: tax, duty and import rules change and depend on your situation, so check with an accountant or the official source before acting.
Eligible Shopify stores can see these numbers for their own store through the Founding 10,000 offer.
Read the Worked Order From Revenue to Profit
Read the worked order from top to bottom, keeping each row’s job separate. The customer pays $120 for merchandise and $10 shipping, then receives a $20 discount. Sales tax is shown for reconciliation but is not revenue, leaving $110 of realized revenue. The table then subtracts product cost to show gross profit, followed by payment, fulfilment and advertising costs to show net profit.
The percentage is calculated against realized revenue, not the original merchandise price. Gross margin is $66 ÷ $110 = 60.0%; net margin is $32.70 ÷ $110 = 29.7%. The $66 and $32.70 are dollars left on this order. The percentages are margin rates: they make orders of different values comparable. Use the dollar figure to understand cash contribution from one order, and the rate to compare products, collections or periods. You can verify the arithmetic with the profit margin calculator.
| Order line | Amount | Calculation |
|---|---|---|
| Merchandise | $120.00 | Customer-paid item value |
| Shipping charged | $10.00 | Customer-paid shipping |
| Discount | −$20.00 | 120 + 10 − 20 = $110 |
| Sales tax | $9.00 | Shown separately; excluded from revenue |
| Realized revenue | $110.00 | Revenue base |
| Cost of goods | −$44.00 | 110 − 44 = $66 gross profit |
| Payment + fulfilment | −$11.30 | 66 − 11.30 |
| Advertising | −$22.00 | 32.70 net profit |
| Net profit | $32.70 | Net margin = 32.70 ÷ 110 = 29.7% |
Why Tax Changes the Margin in the US
Sales tax is a customer charge, not product revenue: for a $100 dress with $8 sales tax, the customer pays $108, but realised revenue for margin is $100; the $8 is generally collected for state or local authorities. It affects cash until remitted, and returns or cancellations can change liability; collection depends on jurisdiction and nexus. In South Dakota v. Wayfair, decided June 21, 2018, the Supreme Court upheld a law covering sellers delivering more than $100,000 of goods or services into the state each year or making 200 or more separate transactions, and overruled the physical presence rule, according to the Supreme Court opinion. Business income tax applies to taxable profit, not each order’s sales value; deductions, entity structure and payments already made affect it. Estimated payments or a tax bill affect cash, while records may recognise an expense or provision earlier. Keep both outside product margin: use gross margin for product economics and pricing, contribution or net profit for operating performance, and tax reports and cash schedules for remittances and income-tax payments. Mixing tax collected with revenue makes a healthy product look less profitable, while allocating income tax to every order makes comparisons arbitrary (Source: Legal Information Institute, Cornell Law School).
Where Women’s Fashion Margins Leak
Margin leakage can begin before dispatch: promotions cut merchandise revenue; shipping upgrades add revenue and carrier costs; split fulfilment adds pick-and-pack, packaging and labels; payment fees reduce retained revenue.
After purchase, return shipping, refunds and exchanges reduce contribution; exchanges may add outbound shipping and handling. Damaged returns may be written off or resold for less. Markdowns can turn an initially profitable product into a lower-margin sale after product cost. Read order and inventory economics together.
What to Check Each Month
Monthly, use delivered orders in one trading currency. Compare product/collection margin for assortment and pricing, order margin for shipping, discounts, returns, basket and fulfilment, channel margin for acquisition-spend allocation, and cohort profit for retention after returns and fulfilment. Reconcile returns/refunds to delivered revenue, discounts to promotions, fulfilment, postage and payment costs, and remove sales tax from revenue while checking reports; investigate month-on-month movements. ORVX connects Shopify and advertising accounts and shows product, collection and customer profitability with MER and attributed ROAS.
- Act on product results only when costs, discounts or returns explain them; reconcile channel spend and attributed revenue first.
- Use cohorts for repeat-purchase decisions, not instead of order-level checks: profitable cohorts can contain unprofitable first orders.
| View | Primary question | Decision it informs |
|---|---|---|
| Product or collection | Which items retain profit after costs and returns? | Assortment or price test |
| Order | Where did this basket lose margin? | Discount, shipping or fulfilment fix |
| Channel | What remains after advertising? | Scale, reduce or stop spend |
| Customer cohort | Do repeat buyers remain profitable? | Retention or acquisition economics |
A useful US women’s fashion margin is not one universal percentage: it is a clear bridge from the customer’s payment to the amount left after the costs relevant to the decision. Review gross margin for product pricing, contribution margin for fulfilment and marketing choices, and net margin for the health of the business as a whole.
Sources
- South Dakota v. Wayfair, Inc., 585 U.S. 162 (2018) (Legal Information Institute, Cornell Law School, checked 26 October 2026).
- Fact sheet: suspending the de minimis exemption for commercial shipments globally (The White House, checked 26 October 2026).
- CBP ready to enforce end of de minimis loophole (U.S. Customs and Border Protection, checked 26 October 2026).
How this page was made: drafted with AI from a brief, then checked by automated rules for arithmetic, sources and duplication. The sample numbers were calculated, not reported.