ShopifyUse case
Return Intelligence for Beauty & cosmetics
Return abuse, explained — not just flagged. Score every return and refund 0–100, see exactly why, and decide with your team in control.
Beauty and cosmetics see high “damaged” and “not as described” claim rates. The repeat-claims signal escalates when a customer repeats the same claim type, duplicate-photo detection catches recycled evidence, and low-confidence cases on thin history always route to a human instead of a guess.
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