amz-return-reduction
Installation
SKILL.md
Return Reduction
Every return costs more than the refund. You eat the refund administration fee Amazon keeps, the return shipping, often a unit that cannot be resold, and on a high-return ASIN the Returns Processing Fee on top. A high return rate also drags organic rank and can throttle ad eligibility, so the bleed compounds. Most returns trace to a small number of root causes. This skill clusters them, prices each one, and fixes the worst at the source.
When to use this
- A product's return rate is above the category norm.
- Returns Processing Fee charges are showing up on the settlement report.
- Refunds are visibly eating into profit.
- A seller wants to know why a specific product gets sent back.
- A return rate is climbing and the cause is unclear.
- Pre-Q4 audit. you cannot afford a high return rate on peak volume.
- Returns spiked after a supplier change or a listing edit.