Universal QC Steps
Check Photo Lighting
Studio lighting hides color variance. Ask for natural-light photos or at least verify that colors look correct under the lighting shown.
Compare to Retail Archive
Open a confirmed retail photo of the same item and compare side-by-side. Focus on 2-3 priority details rather than trying to verify everything.
Read the Entry Notes Again
Re-read the spreadsheet entry notes for known flaws. If the QC photo shows a flaw that was already disclosed, decide if you can tolerate it.
Inspect Construction Details
Look at stitching consistency, hardware alignment, and material texture. Structural flaws do not improve with wear; cosmetic flaws might.
Request Additional Angles
If the default QC photos miss a detail you care about, request specific angles before approving. Most sellers accommodate one or two extra shots.
Category-Specific Checks
Shoes
Sole color under natural light, heel-cup symmetry, toe box shape, and stitching density near the swoosh area.
Hoodies
GSM weight feel from photo density, cuff ribbing texture, drawstring aglet quality, and embroidery pull-through on the interior.
Jackets
Zipper brand and smoothness, snap button alignment, lining texture, and whether the shell holds structure when empty.
T-Shirts
Collar construction and ribbing, print registration accuracy, fabric opacity on light colors, and shoulder seam alignment.
Accessories
Hardware weight and finish, stitching at stress points, material layer count for belts, and zipper tape color matching.
Red Flag Checklist
- Asymmetric details that should be mirrored (logos, panels, stitching patterns)
- Color that looks drastically different from retail reference under similar lighting
- Hardware that looks lightweight, hollow, or mismatched in finish
- Stitching that is loose, uneven, or has thread ends hanging
- Material texture that looks plastic-like instead of the described fabric
- Print that is blurry, misregistered, or cracking at the edges
- Size proportions that look wrong relative to the measuring tape in the photo
When to Reject vs Accept
Not every flaw is a reason to reject. The key is understanding which flaws are structural versus cosmetic. Structural flaws include asymmetric panels, misaligned hardware, wrong material texture, and stitching that will unravel. These do not improve with wear and often get worse. Cosmetic flaws include minor glue residue, faint color tint differences that only show under specific lighting, and loose threads that can be trimmed.
Before you reject, check the spreadsheet entry notes again. If the flaw was already disclosed and you decided to order anyway, rejecting for that same flaw is unfair to the seller and wastes everyone's time. Reject when the flaw was not disclosed, when it is structural, or when it exceeds your personal tolerance threshold. Accept when the flaw is cosmetic, was disclosed, or is within the normal range for the tier you purchased.
QC Wisdom
Never approve QC in a rush. Sleep on it and review the photos again with fresh eyes.
Focus on 2-3 priority details that matter most to you. Trying to verify everything leads to paralysis.
Structural flaws should always be rejected. Cosmetic flaws are a personal call based on your tolerance.
If a seller refuses extra QC angles, that is itself a red flag about their service quality.