Browser tracking misses a share of every sale. Send conversions from your server and the models finally see the customers they were already winning.
Shopify · GA4 · Meta CAPI
Data
5 min
Sam Whitfield · Data Science
Written by
Sam Whitfield · Data Science
Channels
Shopify · GA4 · Meta CAPI
In this note
01 The problem
02 What we changed
03 What it did
Browser tracking loses conversions to ad blockers, privacy settings and short cookie windows. The sales still happen; the ad platforms just never hear about them.
Counting what you already won
We send conversions from your server through each platform’s conversions API, matched to orders in Shopify and events in GA4. The models suddenly see customers they were already winning, and bid for more like them.
“Every trial is finally attributed, so we cut CAC without cutting spend.” — Daniel Reyes, Bastion
It’s the least glamorous fix we make, and usually the first.


