Refund Ledger

See which SKUs leak the most refund margin. Read-only analytics to protect your store's profit.

RefundLedger turns your Shopify order and refund data into clear, SKU-level refund analytics, so you can see exactly which products are quietly eroding your margins instead of only counting refunds. It is read-only and never changes your orders or return portal. Connect in seconds, then rank every SKU by estimated refund impact, track refund rate and lost revenue over time, and export finance-ready reports. It stores only non-personal commerce data, never customer details.

• Rank every SKU by estimated refund impact and lost revenue, not just count
• Track refund rate and lost revenue over time with day-by-day trends
• Export finance-ready CSV reports for SKU leakage and the refund ledger
• Optional weekly refund-loss email so leaks never go unnoticed
• Read-only: never changes your orders, refunds, or return portal