RedClawLabs
Chapters · Intermediate
  1. Start here: what Intermediate covers and who it's for
  2. GTM tracking skeleton (paid)
  3. GA4 setup and events (paid)
  4. Meta Pixel event design (paid)
  5. E-commerce tracking after moving to a shop platform (paid)
  6. Unit economics: every number you can afford, worked back from margin (paid)
  7. Reading ad data: the four formulas behind the report (paid)
  8. Reading GA4: traffic, the shopping funnel and three-way reconciliation (paid)

Intermediate · Chapter 5 · Last updated 2026-10-01

Unit economics: every number you can afford, worked back from margin

A guessed stop-loss line leaves "good results" undefined. Start from each order's real margin and work back to your ceiling per add-to-cart, click and CPM.

In this chapter

  • Going from price all the way down to contribution margin, with shipping, free shipping, payment fees, platform commission and returns all counted
  • Where the "purchases" in the report differ from the money you actually receive, and how payment success rates and pickup rates go into your costs
  • Working out your break-even ROAS and affordable CPA, and why your target can't equal break-even
  • The three lines (stop-loss, target and scale-up) and what to do when you hit each one
  • Working back from the purchase ceiling to ceilings for add to cart, landing page views, clicks and CPM, so even a small budget can stop losses early
  • A cost spreadsheet you can build yourself in Google Sheets

Terms in this chapter: CPA, CPL, ROAS, Average order value, Gross margin, Contribution margin, Break-even ROAS, Maximum CPA