Refund Ledger

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.