High AOV, low profit
Okiela hypothesis
A high average order value can still be low profit if the big orders lean on discounts, bundles or expensive shipping.
In real life: Bundle orders raise AOV but the bundle discount and heavier shipping leave thin margin per order.
Shopify / DTCAgency
Data you need
- requiredOrder value and discount. To see margin behind the AOV.
- requiredCOGS and shipping per order. Bundles change both.
Formula
Contribution margin per order
Net Revenue - COGS - Shipping - FeesAOV measures size, not margin. This measures money kept.
Key insight
- Higher AOV from bundles can carry lower margin per dollar.
- Track contribution margin, not just basket size.
Action checklist
- 1Compare AOV to contribution margin · medium · 30 min
See if big orders actually pay more. - 2Reprice or rebuild low-margin bundles · medium · 1 day
Make size and margin agree.
Money impact · Increase profit
Aligns merchandising with margin so larger orders actually earn more, not just look bigger.
Common mistakes
- Optimising AOV as if it were profit.
- Bundling without checking bundle margin.
How Okiela helps
Contribution margin by order/SKUlive
Okiela shows margin behind the AOV so size and profit are compared directly.
Trust & sources
- Okiela hypothesisAOV-vs-margin divergence is an analytical hypothesis
Last reviewed 2026-06-22 · Confidence 3/5