Journal
Notes from the inside of ecommerce systems.
Technical writing about the problems we're working on. No listicles, no thought-leadership.
Better ROAS without more ad spend: the server-side tracking playbook
A tactical Shopify server-side tracking playbook for improving ad-platform signal quality before increasing media spend. Links back to the pixel-loss math pillar.
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Your Shopify pixel is losing 25% of conversions. Here's the math.
The canonical Honeybound event-loss pillar: calculate how many Shopify conversions browser pixels miss, why ad platforms react, and what server-side tracking can recover.
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