Resources
Guides for Growing a Profitable Store
Deep dives on the analytics and AI behind ecommerce growth — ROAS, profit, conversion, attribution, and the KPIs that matter — and how to put each one to work.
Paid Ads & ROAS
Set realistic ROAS targets, read blended vs platform numbers, and spend profitably on Meta and Google.
Profit & Margins
Go beyond revenue to gross and contribution margin, and find the profit leaks hiding in your store.
Shopify Analytics & KPIs
The metrics that actually matter for a Shopify store — what to track and what's normal.
Conversion & Checkout
A practical framework for raising conversion rate and plugging checkout leaks.
Attribution & GA4
Make sense of attribution models, GA4, and why your numbers never perfectly match.
Customer Metrics
The unit economics of a DTC brand: LTV, CAC, payback, AOV, and repeat rate.
Agency Operations
Systems for scaling an ecommerce agency: client reporting, onboarding, and capacity.
Product guides
See how Copac AI applies these ideas to your store across every channel.
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