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Shopify & eCommerce

The Arithmetic Behind Paid Acquisition

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Use contribution, not revenue

A £5 acquisition cost against a £50 order looks excellent. Against the £14 that actually remains after cost of goods, fees, shipping and returns, it is a different picture, and it is the correct one.

Return on ad spend measured against revenue is the most common way small stores convince themselves an unprofitable channel is working.

The calculation

  1. Take your contribution margin per order, after all variable costs
  2. Divide by your cost to acquire a customer
  3. If the result is comfortably above one, it pays on the first order
  4. If not, it only pays if customers come back — so check whether they do

Repeat purchase changes the answer

If a typical customer orders three times, you can afford to acquire them at up to three times the first-order contribution. That is what allows profitable advertising in categories with thin first-order margins.

But it requires actually knowing your repeat rate rather than assuming one, and many stores have never calculated it.

When advertising does not pay

  • Raise average order value — bundles, thresholds, upsells
  • Improve conversion, so the same spend buys more orders
  • Improve retention, so each customer is worth more
  • Reduce variable costs, particularly shipping and returns
  • Or accept that this channel does not work at your margin

The last one is a legitimate conclusion and it is reached far too rarely.

Attribution is imperfect everywhere

TrapReality
Platform-reported conversionsPlatforms claim credit generously
Last-click onlyIgnores everything that led up to it
Ignoring organic baselineSome of those orders would have happened anyway
Short attribution windowsMisses considered purchases

A rough measure applied consistently beats a sophisticated one nobody trusts. Watch total revenue against total spend as a sanity check.

Frequently asked questions

What return on ad spend should we target?

Whatever covers your contribution margin plus overhead. There is no universal number and quoted benchmarks are usually meaningless.

How do we measure repeat purchase properly?

Cohort by first order month and track subsequent orders. It takes an hour and it changes how you think about acquisition cost.

Should we stop advertising if it does not pay?

Fix the economics first — order value, conversion, retention. If it still does not pay, stopping is the right answer.

What about brand awareness?

Real, and it is not a justification for spend you cannot measure. Be honest about which budget is performance and which is brand.

Keep reading

Advertising that looks profitable on the platform dashboard?

Check it against contribution margin rather than revenue. The answer is often different.

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