Fit issue classification

Return feedback

Free-text return reasons, classified into fit categories by the keyword classifier (Bedrock is off). Low-confidence classifications are queued for a person to confirm or correct; corrections are kept as the source of truth.

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8 comments
ReceivedProduct / sizeCustomer feedbackClassificationReview
2026-10-01Wren Pima Tee
Size XL · MH-100862 · support ticket
“Colour is different from the website.”Unclassified
2026-09-12Wren Pima Tee
Size M · MH-100820 · returns portal
“Too small overall, should have sized up.”
Too small· overall
Rules · 75% confidence
2026-09-08Wren Pima Tee
Size XS · MH-100855 · returns portal
“Changed my mind, found something else.”
Not fit-related· overall
Rules · 60% confidence
2026-09-05Wren Pima Tee
Size XL · MH-100813 · review
“Bit tight for me, exchanging for the next size.”
Too small· overall
Rules · 75% confidence
✓
2026-09-02Wren Pima Tee
Size S · MH-100841 · review
“Colour is different from the website.”
Not fit-related· overall
Rules · 60% confidence
✓
2026-08-14Wren Pima Tee
Size S · MH-100848 · review
“Fabric feels scratchy.”
Not fit-related· overall
Rules · 60% confidence
2026-08-13Wren Pima Tee
Size L · MH-100827 · review
“Too short in the body, rides up when I reach up.”
Too short· length
Rules · 75% confidence
2026-07-09Wren Pima Tee
Size M · MH-100834 · returns portal
“Sleeves are too short.”
Too short· sleeve
Rules · 75% confidence
✓