Revenue from the ledgerCharges, refunds and disputes straight from the payment processor. The shop's order record counts orders, never money.
Ad spend per campaignGoogle, Meta, Pinterest and AppLovin against a break-even ROAS per store. Scale, hold, cut or kill on rules you set.
COGS and marginShipment sheets and a per-store average, so profit is a settled figure, not an estimate.