Unifies sales, orders, customers and product performance into one operational view.
Outcome
Connects sales, orders, customers and product performance to the decisions a business owner must make next.
What the workspace shows
- Confirmed revenue with period context
- Orders and average order value
- Channel and product contribution
- Anomalies and drill-down records
Operating contract
- Inputs: Shopify orders, products, customers, refunds, currencies and selected acquisition context.
- Sources: Shopify, GA4, Search Console.
- Modes: Read.
- Output: A verified commercial picture with direct paths to customers, orders and products.
- Human control: Read-only analysis never becomes permission to modify the store, campaign or customer record.
Why it matters to the system
Shows that the app can anchor AI recommendations in native commercial truth.