From return reasons to the cost of each return

From return reasons to the cost of each return — one goal, 2 tools, no signup needed to look around.

Do it in these steps

  1. 1

    Step 1

    Return Reason Analysis

    Cluster your return reasons, see how big each cluster is and what to change first.

    2 ⚡

    When step 1 finishes, paste its result into Return Cost Calculator — that is why this is a two-step job.

  2. 2

    Step 2

    Return Cost Calculator

    Compare what each return path really costs: refund and let the buyer keep it, take it back and resell it, or take it back and scrap it.

    1 ⚡

Start with step 1 right here

Return Reason Analysis

Cluster your return reasons, see how big each cluster is and what to change first.

How it works

01

Upload or paste the image you want to process.

02

See the exact credit cost before anything runs.

03

Download the result, or use it as the input of another tool.

Your image is only used to produce this result and is deleted automatically according to our retention policy.

Frequently asked questions

Do I need an account?
You can browse and read everything without an account. Signing up takes a minute and gives you 3 free credits to run the tools.
Are my files uploaded?
Tools marked as browser-local run entirely on your device — nothing is uploaded. AI tools send only the text or image you submit for that single run.

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