shopify-admin-return-reason-analysis

What problem does it solve?

This skill solves the problem of not knowing which products and listing issues drive the most customer returns.

Core Features & Use Cases

It aggregates return reasons across a chosen date window and groups them by return reason code, product title, and variant SKU. It also provides return counts and return-rate context by comparing total returns to total orders in the same period, helping you prioritize merchandising fixes. A common use case is identifying whether “wrong size,” “damaged/defective,” or “not as described” returns cluster around specific SKUs so you can adjust product content, packaging, or sizing guidance.

Quick Start

Use the skill to analyze return reasons for your store over the last 30 days and output the results to a CSV file.