Growth OS
E-commerce Funnel · Shopify-First

Growth OS: The True Profit Engine for Shopify E-commerce

Growth OS eliminates discrepancies between Ads spend and the real profit of your Shopify e-commerce. Through server-side OAuth2 integration, it automatically calculates True Profit by deducting COGS, shipping, and gateway fees from gross revenue. The result is real-time EBITDA monitoring, with every cent tracked and verifiable.

Why is cookie-based attribution obsolete?

Third-party cookies are being deprecated across all major browsers. iOS limits tracking to 7 days, Safari blocks via ITP, and Chrome has implemented Privacy Sandbox. The result: Ads platforms like Meta and Google systematically overestimate conversions, creating a gap between reported spend and real profit that can exceed 30%.

AspectCookie-Based AttributionGrowth OS (Server-Side)
Data SourceBrowser Pixel (3P cookies)OAuth2 Shopify + Server-side ingestion
Revenue Accuracy60-70% (inflated)100% (Shopify bank data)
COGS Automation❌ Not supported✅ Automatic from Shopify
Real-time EBITDA❌ Impossible✅ Updated with every order
iOS/ITP Resistance❌ Degraded✅ Zero impact
Multi-tenant Isolation❌ N/A✅ RLS database-level

How does Growth OS calculate True Profit?

Growth OS connects to your Shopify via OAuth2 and automatically imports orders, products, and costs. It cross-references this data with the ad spend from Meta, Google, and TikTok via server-side tracking. The True Profit calculation subtracts COGS, shipping costs, gateway fees, and taxes from the gross revenue, returning the real operating EBITDA.

How OAuth2 guarantees financial data accuracy

OAuth2 is the standard authorization protocol used by Shopify, Google, and Meta. Unlike browser pixels, OAuth2 establishes an authenticated and encrypted server-to-server connection. Data comes directly from the Shopify database — not interpreted by a cookie — radically eliminating tracking discrepancies. Growth OS uses server-side ingestion to import every order in real-time with Zero-switch login into its multi-tenant workspace.

True Profit Breakdown — Example

Gross Revenue€24,800
− COGS (automation)−€8,680
− Shipping−€2,976
− Ads Cost (server-side)−€5,208
− Gateway Fees−€694
− Taxes−€1,240
= True Profit (EBITDA)€6,002
Net Margin: 24.2%

COGS automation: from manual to automatic

Growth OS automatically imports the cost of goods sold (COGS) from your Shopify catalog via OAuth2. When an order comes in, the system instantly calculates the cost of goods sold for each line item, without Excel sheets or manual CSV imports. This eliminates human error and guarantees a margin calculation accurate to the cent.

Automatic Import

COGS synchronized from Shopify at every product update

Margin per Order

Instant calculation of net margin on every single order

Real-time EBITDA

Dashboard updated in real-time with EBITDA monitoring

True Profit FAQ

Discover your real True Profit

Attribution Engine V8 · 4 models · 6 data sources · 1 truth.

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