### name Refund Rate Analysis — By Product, Vendor, or Period ### oneLiner Calculates the refund rate for each product or vendor over a selected period and shows exactly where money is leaking. ### whenToUse - Before a supplier review conversation, to bring hard numbers on product quality. - When one product category appears to generate more complaints than the rest. - At end of quarter, to identify which SKUs are eroding margin through returns. ### howToRun ``` Run skill: shopify-admin-refund-rate-analysis Store: yourstore.myshopify.com days_back: 30 group_by: product min_orders: 5 ``` ### whatYouGet A CSV file `refund_rate_YYYY-MM-DD.csv` with columns: `group`, `group_name`, `total_units_sold`, `refunded_units`, `refund_rate_pct`, `total_refund_amount`, `currency`. Groups below `min_orders` are excluded so single-order outliers don't skew rates. A refund rate above 5–10% on a specific product typically signals a listing, quality, or expectation mismatch. ### polishContext ### safetyNote