Give one point for each statement you can support. A row scoring six or seven is a strong shortlist candidate. Four or five needs another check; three or fewer should leave the shortlist for now.
What useful QC photos should answer
Listing images show how a product is presented. Warehouse or inspection photos should show the actual item linked to the row, including the details that matter for its category.
For clothing, look for readable measurements rather than trusting a size letter. For shoes, bags, watches and accessories, check the relevant angles, labels, dimensions and hardware before treating the photos as useful evidence.
The seven-point checklist
- The item belongs in the category I am browsing.
- Photos show the details that matter for this product type.
- Sizing, measurements or fit notes are visible when needed.
- Price makes sense beside similar finds.
- Shipping weight does not ruin the value.
- The row is not just hype or a vague label.
- I can explain why I would save this find.
Score your row
A high score does not guarantee quality or a safe transaction. It means the row gives you a clearer basis for further checking.
QC photos by category
Shoes and sneakers
Look for both side profiles, toe shape, heel, sole, size label and detailed stitching. One overhead photo is not enough.
Hoodies, shirts and jackets
Check front, back, collar or hood, seams and close-ups of graphics. Measurements should be readable and relevant to the actual item.
Bags and accessories
Use interior, closure, strap and hardware views. Dimensions or a scale reference prevent a polished close-up from hiding size.
Watches and jewelry
Dial, clasp, case sides, surface finish and dimensions matter. Photos cannot confirm material or mechanical claims by themselves.
A good row example
A hoodie row is filed under hoodies, links to a matching product, includes front and back QC photos, provides chest and length measurements, sits near comparable rows in price and notes an estimated weight. You can say exactly why it survived: the fit evidence is usable and the cost context is visible.
A weak row example
A row says “hot item,” shows one cropped image, has no measurements and leads to a page whose title does not clearly match. Its low price is the only apparent advantage. That row scores poorly because almost every important question remains open.
The one-sentence save rule
What to do next
Use the category guide if the comparison set is mixed. Read the weight guide when a bulky item looks cheap, or the safety notes when the link or claims feel vague.