SonarMetrics combines Shopify orders, products, payments, refunds, returns, disputes, and fulfillment updates with costs and optional advertising data. It calculates revenue, COGS, fees, taxes, and profit in one workspace. Merchants can inspect order and product performance, reconcile fulfillment differences, monitor data quality, and receive operational notifications as connected data changes.

• Profit reporting by order, product, campaign, and date
• Refund, return, dispute, and payment reconciliation
• Fulfillment status and inventory discrepancy monitoring
• Expenses and margin calculations
• Operational alerts through Slack and Discord