MarginNerve turns Shopify order, product expense, payment transaction, and refund data into contribution-profit signals. Add operating expenses Shopify does not track, including packaging and fulfillment, then review estimated profit by order and product. Risk Radar prioritizes refund, discount, and missing-data issues, while confidence indicators show where source data is incomplete. The app is read-only and never changes orders, products, or storefront settings.

• Calculate contribution profit from sales, refunds and operating expenses
• Prioritize refund, discount and missing-data risks in Risk Radar
• Compare product profitability across 30-, 90- and 365-day windows
• See confidence scores when expenses or source data are incomplete
• Export order profit data and track privacy request status