A Shopify supplements brand had a 90-day reorder habit but bid only on first orders. Tying POAS to repeat-purchase profit reshaped the whole acquisition model.
Store
Shopify
Ads
Meta Ads
Duration
120 days
The challenge
Customers reordered reliably every ~90 days, but Meta campaigns were judged on the first purchase, which looked barely profitable. The team under-invested in a channel that was actually building a profitable subscriber base.
Approach
Synced Shopify orders and subscription reorders with cost per item.
Measured POAS by reorder cadence and cohort.
Sent profit-weighted purchase values to Meta via CAPI.
Set acquisition targets referencing 90/180-day repeat profit.
Kept a first-order profit floor as a safety guardrail.
Performance
POAS by reorder cadence
Profit Bid
Low reorder cohortHigh reorder cohort
Order 12345
Both cohorts start at the same first-order POAS, then diverge sharply as reorders compound profit.
First-order POAS106%
Held steady
180-day POAS214%
Reorders counted
Reorder rate47%
Post-purchase flows
Results
First-order POAS
104%→106%
Held steady
180-day POAS
104%→214%
Reorders counted
Reorder rate
38%→47%
Post-purchase flows
Meta budget
€9k/mo→€15k/mo
Confident scale
“Our customers come back every quarter like clockwork. Once bidding understood that, Meta went from marginal to our best channel.”
Stack
ShopifyMeta Ads (CAPI)Profit Bid Pro
Pricing
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