E-commerce / Growth, Profit & Capital

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The Margin Illusion: Why Gross Margin Is Not Enough

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A healthy product margin can conceal expensive fulfillment, returns and customer acquisition. Decisions require a consistent view of the full cost to serve.

Working draft for review. Arguments and evidence may be expanded.

A healthy product margin can conceal expensive fulfillment, returns and customer acquisition. Decisions require a consistent view of the full cost to serve.

SHARED ORDER CASE

What remains from a VND 500,000 order?

What remains from a VND 500,000 order?Net revenue500,000After platform fees398,500After 35% COGS223,500After Affiliate at 10%173,500After Ads at 10%123,500
VND, rounded model. Affiliate assumed at 10%. The final VND 123,500 excludes omitted variable costs and overhead. Ads at 8% instead leaves VND 133,500.
One shared case: a VND 500,000 order
Order layerVND per order
Revenue after 15% promotion500,000
Platform fixed fee · 14%(70,000)
Service fee · rounded to 0.3%(1,500)
Transaction processing · 6%(30,000)
Settlement after platform fees398,500
Assumed COGS · 35%(175,000)
Contribution before Ads and Affiliate223,500 · 44.7%
Assumed Ads · 8–10%(40,000–50,000)
After Ads, before Affiliate and omitted costs173,500–183,500 · 34.7–36.7%

All percentages use post-promotion product revenue, on an assumed consistent tax basis. The 15% promotion is already in the selling price: do not deduct it again. Net shipping cost is zero in the supplied settlement because a VND 56,800 charge was fully offset by an equal subsidy. That does not establish free shipping for every order.

Evidence: supplied settlement and modelling assumptions
Supplied order settlement — anonymised transcription
Settlement lineVND
Product amount after promotion938,818
Shipping charge(56,800)
Shipping subsidy56,800
Fixed fee(131,435)
Service fee(3,000)
Transaction processing(56,329)
Total fee deductions(190,764)
Settlement receipt748,054

The settlement is user-supplied evidence, not independently audited. The VND 500,000 model scales and rounds its observed fees; 35% COGS and 8–10% Ads are assumptions. Affiliate is now assumed at 10% of net revenue for the illustrative orders; this is not a rate verified from the bill. The VND 3,000 service fee may be a per-order charge; its basis must be confirmed before using the scaled VND 1,500 for decisions. These are not a current or universal platform fee schedule.

Affiliate at 10%: what remains for overhead?
After Affiliate: the updated scenarioVND per order
Before Ads and Affiliate · 44.7%223,500
Assumed Affiliate · 10%(50,000)
Before Ads, after Affiliate · 34.7%173,500
Ads · 8–10%(40,000–50,000)
After Ads and Affiliate · 24.7–26.7%123,500–133,500

This scenario assumes the order incurs both Ads and Affiliate. Where only some orders incur Affiliate, use the actual commission-bearing revenue and the resulting effective rate, rather than charging 10% to every order.

01Business Reality

A product may look attractive when assessed only against purchase cost. The economics can change once the business includes channel fees, shipping subsidies, returns handling and marketing. Different reports may also use different definitions of revenue and margin.

Use a hypothetical comparison of two channels selling the same item. Establish why the channel with a higher selling price may still generate less contribution per order.

02Financial Mechanics

Define net revenue after seller-funded discounts and returns, on a consistent tax basis. Build a waterfall through COGS, channel and payment fees, variable fulfillment, expected returns costs and acquisition spend. Keep operating profit distinct from contribution.

Illustrative assumption: net revenue is 100, COGS 55, channel and fulfillment costs 20, and incremental marketing 18. Gross profit is 45; contribution after these specified costs is 7, before fixed operating costs. Confirm that no cost appears twice.

03Decision Trade-offs

A channel with lower contribution may offer repeat purchases, diversification or capacity utilization. Allocating all fixed costs to a small new channel can also obscure whether it adds value in the short run.

Distinguish avoidable incremental cost from allocated common overhead. Evaluate short-run acceptance decisions separately from whether the business model can cover its full cost over time.

04CFO Perspective

Insist on a KPI dictionary and a reconciliation to the financial ledger. Explain attribution and allocation limits rather than presenting a highly precise margin that depends on weak assumptions.

Ask whether management is comparing like-for-like tax, shipping, discount and return treatment. Consider contribution per order, per customer and per constrained resource alongside margin percentage.

05Practical Framework

Create a reconciled profitability waterfall by SKU and channel. Document source data, cost behavior, allocation rules, owner and refresh cadence. Keep unallocated costs visible.

Review negative contribution, return-heavy products and fee changes. Translate each finding into a pricing, assortment, fulfillment or acquisition decision and measure the outcome after implementation.

The settlement was supplied for this editorial case; identifying details are excluded. Modelled COGS, Ads, Affiliate scenarios and thresholds are assumptions. This is an incomplete contribution model until omitted costs are added.

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