Defect taxonomy
A defect you cannot name is a defect you cannot price or disclose. These articles work through the vocabulary GradeThread uses for garment damage, what separates one defect from a similar-looking one, and how each type moves a condition score.
Vintage Designer Label Condition: When the Tag Tells Half the Grade Story
A cracked woven label isn't a fake — it's a Cosmetic Appearance defect. Here's how to grade designer tag condition without confusing wear for a red flag.
Drawstring and Cord Damage: How to Grade Missing or Damaged Cords on Vintage Outerwear
A missing hood drawstring isn't a cosmetic ding — it's a Functional Elements failure. Here's how to grade it, disclose repairs, and price it right.
Collar and Cuff Condition: Why a Worn Neckline Costs More Than Visible Stains
A pristine body can't save a frayed collar. Learn why neckline and cuff wear costs more than a stain, and how to grade it before a buyer finds it first.
Vintage Suit Alterations: How to Grade an Altered Vintage Suit for Resale
A clean, professional alteration doesn't lower a vintage suit's grade — sloppy execution does. Here's how to grade the difference and price it right.
Fabric Pilling by Fiber Type: Why Merino Wool, Acrylic, and Cotton Blends Grade Differently
The same pill count means Excellent on merino and Poor on acrylic. Here's how to grade pilling by fiber type instead of by eye alone.
Shrinkage and Fit Grade Changes: How to Grade Shrunken Vintage Clothing Before It Tanks Your Return Rate
Shrunk vintage doesn't look damaged — it just measures wrong. Here's how to detect it, grade it correctly, and stop the returns it quietly causes.
Armpit Staining and Deodorant Buildup: A Reseller's Grade Taxonomy
Deodorant residue and true perspiration staining aren't the same defect — one is a cleaning task, the other caps your grade. Here's the taxonomy resellers actually need.
Button and Hardware Replacement: When Grading Changes and When It Doesn't
A replaced button doesn't automatically tank a grade — but a mismatched one at the collar can drop resale value 20-25%. Here's exactly how to call it.
How to Photograph Vintage Clothing Tags for Grading (Without Losing the Sale)
A cracked tag under raking light tells buyers more than a flat overhead shot ever will. Here's the five-shot protocol that catches it before your buyer does.
Suit and Blazer Grading: Shoulder Seam Integrity, Lining Tears, and Buttonhole Wear
A blazer can photograph flawlessly and still fail structurally. Here's how to check the shoulder seam, lining, and buttonholes before you list it.
AI Clothing Inspection: How Computer Vision Grades a Garment From Photos
AI clothing inspection grades pre-owned garments across five weighted factors from photos alone — here's exactly what the model sees, what it misses, and how both get handled.
Does Condition Actually Change What Used Clothes Sell For?
Moving a garment from Good to Excellent can shift its resale price 30–50%. Here's what each condition tier actually does to price, and how to stop under- or over-grading.
Lighting and Angle Strategy: How to Photograph Clothing Defects for Grading (Without Killing the Sale)
Diffused light, raking angles, and a repeatable 8-shot sequence: how accurate defect photography cuts returns without tanking your sale price.
Color Fading vs. Dye Lot Variation: How to Tell the Difference Before It Costs You
A buyer's "two different colors" complaint is usually one of two defects. Learn to tell UV/wash fading from factory dye lot variation before it costs you a return.
Vintage Shoe Condition Grades: Sole Wear, Insole Integrity, and Odor Red Flags
A pristine upper can still hide a crumbling insole. Here's the four-zone framework for grading vintage shoe condition before you list — and before you eat a return.
Elastic Degradation: How to Grade Waistbands, Cuffs, and Necklines Before They Fail
A dead waistband photographs identically to a functional one — until the buyer wears it once and files a return. Here's how to test and grade it first.
Stain Classification for Resellers: What's Removable, What Kills Value, What You Must Disclose
A faint underarm stain the seller never saw turned into a return, a refund, and a feedback hit. Here's how to classify stains before that happens to you.
Color Fading as a Grade Modifier: When 'Excellent' Becomes 'Good'
A blazer graded Excellent still gets returned as 'not as described' when the buyer sees washed-out color. Here's how to grade fading before they do.
Vintage Band Tee Grading: Fade, Crack, and Print Wear Standards
A cracked graphic can sink a $145 tee to a return case. Here's how to grade vintage band tee fade, print cracking, and provenance so the price matches reality.
The Odor Problem: Why Smell Kills Resale Value (and How to Grade It)
A smoke-smelling flannel that sells fast and returns faster. Here's how to grade odor honestly and write disclosure that actually holds up.