Start with a fast pass or reject decision
Before zooming into tiny details, decide whether the item is even worth deeper review. If the shape is wrong, the color is far off, the size tag conflicts with measurements, or the seller cannot provide clear photos, you do not need to spend more time on it.
Check the overall shape first
For shoes, bags, watches, and jackets, the overall shape tells you a lot before tiny details do. Compare the silhouette, proportions, toe box, case shape, strap width, bag structure, or jacket cut against reliable reference photos.
Inspect the obvious failure points
- Logos and labels are centered, clean, and not warped.
- Stitching is even around corners, pockets, soles, straps, and patches.
- Color looks consistent across photos taken under the same light.
- Hardware does not look scratched, cloudy, crooked, or loosely attached.
- Measurements match the size chart and your expected fit.
Use category-specific QC checks
- Shoes: check toe box height, side profile, heel shape, sole paint, glue marks, and size tag.
- Clothing: check shoulder width, chest, length, sleeve length, print placement, label quality, and fabric weight notes.
- Bags: check panel shape, stitching around corners, zipper movement, hardware finish, strap attachment, and lining.
- Watches and jewelry: check alignment, clasp, engraving, surface finish, bracelet links, and close-up photos under clear light.
Ask for extra photos when the risk is specific
Do not ask for more photos just to feel busy. Ask because a known risk needs proof: a close shot of embroidery, the side profile of a shoe, the inside tag, the bottom sole, a watch clasp, a zipper pull, or the corners of a bag.
Red flags that should slow you down
Only one useful photo. You need enough angles to understand shape, finish, and sizing.
Measurements are missing or inconsistent. The size label alone is weak evidence.
Photos hide the risky area. If the logo, side profile, clasp, zipper, or stitching is hidden, ask before approving.
The row depends on old praise. Recent QC matters more than a vague note from an older spreadsheet entry.
Make the final decision simple
Use three outcomes: approve, ask for one specific proof photo, or replace the row with a backup option. Avoid the middle ground where you keep staring at a weak item because you already spent time finding it.
