shopify-admin-refund-rate-analysis
Purpose
Analyzes orders with refunds to calculate refund rates by product, time period, and channel. Surfaces which products or product groups generate the most refund activity. Read-only — no mutations.
Prerequisites
- Authenticated Shopify CLI session:
shopify store auth --store <domain> --scopes read_orders - API scopes:
read_orders
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| days_back | integer | no | 30 | Lookback window |
| group_by | string | no | product | Breakdown: product, vendor, or period |
| min_orders | integer | no | 5 | Minimum orders per group to include in rate calculation |
| format | string | no | human | Output format: human or json |
Safety
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