Learn Paid Ads
Learn Paid Ads · free tool

Spend ÷ orders is not CAC

Most of those orders are repeat customers you didn’t acquire this period. This works out true CAC (spend divided by new customers only) and checks it against what a first order actually contributes.

01

Spend and orders

Pull these from the same period in Ads Manager and Shopify.

02

Order economics

What a single order actually contributes, before ad spend.

True CAC
£42.74
per new customer, vs £27.78 blended per order
Needs repeat purchases to recover

First order runs -£8.38 after CAC. At this contribution per order, it takes 1.24 orders from a customer to pay back what it cost to acquire them.

New customers acquired
117
this period
Contribution per order
£34.36
before ad spend
First-order profit
-£8.38
contribution minus CAC
Orders to pay back CAC
1.24
at this contribution per order

Take the model with you

The spreadsheet version, plus the note on why blended CPA flatters retention-heavy accounts.

Where next

Pick the next stage in your margin journey

One calculator rarely tells the whole story. This is the order that actually works: from margin, to target, to a page that can convert the traffic you send it.

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The Second Number

A fortnightly note on what’s actually working in paid media

The calculators tell you the maths. The Second Number tells you what happens when you run it on a real account from live D2C accounts. No theory.

1,974 media buyers and founders. Started August 2026.