Attribution & Analytics
Why Revenue Is a Bad Metric Without Gross Margin
Revenue tells you how much customers paid. It says nothing about how much value the business kept.
That is why “we generated $1 million from ads” can be impressive or disastrous depending on product cost and acquisition expense.
Compare two products
Product A sells for $100 with $70 gross profit.
Product B sells for $100 with $25 gross profit.
A $30 acquisition cost leaves Product A substantial room and pushes Product B below first-order profitability before other variable costs.
The revenue is identical. The advertising opportunity is not.
Catalogue mix can distort growth
A campaign can increase total sales by shifting spend toward low-margin bestsellers. ROAS and revenue rise while contribution profit stagnates.
That is why product-level margin should inform Google Shopping/PMax structure and Meta product priorities where possible.
Use contribution margin for decisions
Gross margin is a strong starting point, but include payment, fulfilment, shipping subsidy and returns when they materially vary per order.
Revenue is a useful scale measure. Margin tells you how much of that scale is available to pay for marketing and the rest of the business.
Need the real economics laid out?
If your advertising reports are revenue-heavy but product margins vary substantially, send us an inquiry. We can help connect campaign decisions to contribution profit.