QC Guide: How to Spot a Good Fashion Rep Before You Buy
Quality Check photos are your best defense against bad purchases. Learn what to look for in stitching, materials, labels, and packaging with real examples and a printable checklist.
QC photos are the single most important tool for verifying product quality before it ever leaves the warehouse. On Litbuy Spreadsheet, we treat QC visibility as a ranking signal — products with clear, multiple QC images get priority placement. But looking at photos is not enough. You need to know what you are looking at. This guide breaks down every element of a proper QC inspection, from stitching patterns to packaging details, so you can make informed decisions at a glance.
Why QC Matters More Than Listing Photos
Listing photos are marketing. They are retouched, lit perfectly, and sometimes even use retail samples instead of the actual batch. QC photos, on the other hand, are taken in natural warehouse lighting by inspection agents or buyers who have no incentive to hide flaws. They show the real product you will receive. That difference is why Litbuy Spreadsheet embeds QC photos directly into product modals — we want you to see reality, not fantasy.
The 5-Point QC Checklist
- Stitching: Check for even thread spacing, no loose ends, and symmetrical alignment on both shoes or sleeves.
- Materials: Leather should feel supple, not plastic. Mesh should be breathable. Canvas should have a tight weave.
- Color Accuracy: Compare the QC photo to the listing under neutral lighting. Saturation differences are common.
- Labels & Tags: Verify font weight, spacing, and placement. Blurry or off-center tags are red flags.
- Packaging: Box condition matters for resale value. Dented or misprinted boxes suggest poor handling.
Category-Specific QC Focus Areas
| Category | Critical Check | Common Flaw | Pass/Fail |
|---|---|---|---|
| Sneakers | Toe box shape + sole alignment | Asymmetric toe boxes | Fail if >2mm difference |
| Hoodies | Hood shape + drawstring quality | Oversized or lopsided hoods | Fail if hood collapses |
| T-Shirts | Print alignment + fabric weight | Off-center prints, thin fabric | Fail if print >3mm off |
| Jackets | Zipper smoothness + lining fit | Snagging zippers, tight lining | Fail if zipper sticks |
| Bags | Stitch density + hardware weight | Loose stitches, hollow hardware | Fail if <6 stitches per cm |
| Caps | Panel symmetry + brim curve | Crooked panels, flat brim | Fail if brim uneven |
Red Flags That Should Stop You
- 1Only one QC photo exists for a multi-variant product.
- 2The QC photo is taken from an angle that hides the main flaw area.
- 3The product looks noticeably different from the listing in color or shape.
- 4There are glue stains, loose threads, or scuff marks visible in the photo.
- 5The seller has no other products with QC photos — this suggests inexperience.
Pro tip: Save QC photos from your own purchases and compare them against new listings. Over time you will build a mental reference library of what good and bad quality looks like for each brand.
Frequently Asked Questions
They are submitted by buyers, inspection agents, or pulled from verified agent platforms. We do not take them ourselves.
You can message the seller through the buying platform and ask for pre-shipment photos. Not all sellers offer this.
Reputable QC photos are unedited. If a photo looks heavily filtered, treat it with skepticism and request additional angles.

