Attribution & Analytics
A good CPA is not an industry number. It is a customer acquisition cost your margins and customer value can afford.
Two stores can sell products at the same price and have completely different acceptable CPAs because one has 70% gross margin and the other has 25%.
Start with contribution before advertising:
minus expected refunds and other variable costs.
That tells you how much room exists before the first order becomes unprofitable.
If an order leaves $50 before ads, a $50 CPA may be break-even. You might set a $30 target to retain $20 contribution. A high-retention business may deliberately accept $55 for a first-time customer if future purchases reliably recover the difference.
New-customer CPA and returning-customer CPA are not the same business question. Meta prospecting, branded Google and email can all produce very different acquisition costs.
Use benchmarks only as context. A “high” CPA can be excellent for a valuable customer, while a “cheap” CPA can still lose money.
If you do not know what CPA your Shopify store can actually afford, send us an inquiry. We can calculate the target from your real unit economics.