In short
Ecommerce revenue growth is sustainable when incremental revenue produces incremental contribution margin after product cost, fulfilment, payment fees, returns and marketing. Planning it well means setting targets in margin terms, budgeting acquisition against marketing efficiency ratio and new-customer economics, and prioritising the growth levers with the best return per dollar of effort rather than the largest top-line promise.
Start with the numbers that matter
Five figures describe the health of almost any store's growth.
- Contribution margin per order: revenue less product cost, shipping, payment fees, returns and variable marketing
- Marketing efficiency ratio (MER): total revenue divided by total marketing spend, which cannot be gamed by attribution
- Blended customer acquisition cost: all acquisition spend divided by new customers
- Repeat purchase rate and revenue per customer over 90, 180 and 365 days
- Revenue per session by traffic source and template
Setting a revenue target that means something
Work backwards from the margin the business needs. Decide the MER that keeps contribution positive at the target volume, which sets the marketing budget. Estimate how much of the target the current customer base will produce at the current repeat rate, which shows how many new customers are needed. Compare the implied blended CAC with what channels can deliver. If the arithmetic does not close, the plan needs conversion and retention improvements before more spend, not after.
Choosing levers by return on effort
Each growth lever has a different cost curve. Fixing tracking and conversion leaks has high return and low ongoing cost. Retention and email produce revenue at very low marginal cost but need a product worth repeating. Organic search and AI visibility take months to build and then deliver traffic with no media cost. Paid channels scale fastest and are the only lever whose cost rises with every dollar of growth. A good plan sequences them in that order and funds the slow ones with the fast ones.
Attribution, and why MER is the referee
Ad platforms each claim the conversions they touched, so their totals always exceed reality. Use platform metrics to optimise within a channel and MER plus incrementality tests to decide between channels. Server-side tracking and reconciled GA4 data keep the platform numbers honest enough to be useful.
What we do with this
The Growth Analysis builds this model with your order data, ad spend and margin assumptions, then ranks the growth work by expected contribution rather than by revenue. It is the difference between a plan that grows the store and one that grows the marketing bill.