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Returns and refunds by product

What is coming back, why, and whether it has actually arrived yet.

Start free. Pay only after your first 5 reports.

Saves ~2 hrs/mo

About 40 minutes a week, and a return rate per product you can act on.

One variant's sizing problem runs for a season before anyone adds up the reasons.

A real Shopify report, built from example data.

How it works

  1. Describe it

    One sentence, in your words.

  2. Connect

    Read-only access to Shopify.

  3. Read it

    It arrives on your schedule.

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Returns and refunds by product · Captain Miles