Clothing QC Checklist for Warehouse Photos

Apparel QC from warehouse photos is mostly geometry and surface condition: where a print sits, whether a seam holds a clean line, whether the size label matches the size you meant to buy. Fabric hand-feel, exact fiber blends, and long-term pilling sit outside the camera.

This checklist covers tees, hoodies, jackets, pants, and jerseys. Superbuy Spreadsheet is an independent research site—shortlist on Finds category pages, then review photos in your Superbuy account. Tick lines in the QC Checklist tool.

Universal clothing passes (all categories)

Run these before category add-ons.

Size label and care tags

• Is the size label open and readable?
• Does the readable size match your order note?
• Are care tags present when you care about wash symbols—or folded out of view?
• Any cut, smudged, or mismatched tags between neck and side seams when both appear?

Unreadables are not visible, not silent passes.

Measurements when fit matters

Photos without a scale only support rough proportion checks. Prefer:

• Tape across chest pit-to-pit, length from HPS (highest point of shoulder) to hem, sleeve length when relevant
• The same units as the listing chart you saved (cm vs inches—do not mix)
• Garment laid flat, not held crumpled mid-air

If Superbuy’s default album lacks measurements and fit is your ship/don’t-ship hinge, that is a classic case for a targeted extra photo—not a reason to invent numbers from perspective.

Print, embroidery, and graphic placement

• Distance from collar/shoulder seam to graphic top edge (qualitative if no ruler)
• Centering relative to placket or garment midline
• Crooked rotation
• Edge cracking, peeling, or heavy bleed visible in the frame
• Misalignment between front and back graphics when both are shown

Placement checks are construction observations. They are not brand-authentication rituals.

Seams and construction

• Shoulder seams, side seams, hem, cuff
• Open seams, loose threads, uneven topstitching on shown areas
• Broken bartacks at pocket corners when pockets are photographed
• Lining detachment on shown jacket hems

Unshown inner seams stay unknown.

Marks and handling

• Stains, pen marks, warehouse stickers on face fabric
• Snags, pulls, or shiny abrasion patches
• Odor cannot be checked—never infer “smells fine” from a JPEG

Front and back coverage

A single front hero shot leaves the back undetermined. For graphics, color-blocking, or jacket backs, require the reverse. Sleeves and side panels matter when the design lives there.

Category add-ons

T-shirts

Research lane: /finds/t-shirts/.

Extra focus:

• Collar stretch / wavy neckline in lay-flat shots
• Shoulder slope symmetry left/right
• Hem evenness
• Side-seam twist (garment spiraling when laid flat)
• Print on dark fabrics: glare can hide cracks—tilt or matte light helps

Composition claims (“feels like heavyweight cotton”) from photos are invalid. GSM and fiber content are not photographic facts.

Hoodies and sweaters

Research lane: /finds/hoodies-sweaters/.

Extra focus:

• Hood symmetry and aglet/drawcord presence
• Kangaroo pocket alignment and stitch corners
• Cuff and hem rib recovery appearance (visual only)
• Fleece vs French terry look is still not a lab fiber ID
• Embroidery backing show-through if the interior is photographed

If puff print height matters to you, ask for an oblique close-up; straight-on shots flatten dimension.

Jackets

Research lane: /finds/jackets/.

Extra focus:

• Zipper teeth engagement in a partial zip photo when possible
• Snap/button alignment along plackets
• Pocket flap symmetry
• Fill shifting or cold spots only if quilting patterns make them visible—many fill issues stay hidden
• Waterproof membrane performance: not photo-provable
• Hood and hem adjustments hardware present/absent

Hardware branding aesthetics ≠ authenticity determination.

Pants and shorts

Research lane: /finds/pants-shorts/.

Extra focus:

• Waistband size stamp versus order
• Rise and inseam only with tape or listed chart comparison plus lay-flat length shots
• Belt loop spacing consistency
• Zipper and fly construction when shown
• Distressing: compare intentional vs accidental tears; photograph both legs
• Leg twist and hem length left/right

Try-on crease vs defect is often ambiguous—describe the crease without asserting prior wear history unless evidence is clear.

Jerseys

Research lane: /finds/jerseys/.

Extra focus:

• Name/number alignment and edge lift on applied characters
• Sleeve stripe continuity
• Collar and cuff striping match
• Mesh vs solid panel junctions
• Sublimation print blur or misregistration where visible
• Sponsor / badge placement relative to chest seams—as geometry, not as “official kit” proof

Jersey authenticity discourse is especially noisy online. Stay with readable construction notes.

Fabric composition: hard stop

Warehouse photos can show:

• Care-label text if the label faces the camera
• Apparent knit vs woven structure
• Obvious coating shine or distress

They cannot prove:

• Exact percentage blends
• Whether a “wool-look” acrylic is wool
• Chemical finishes, waterproof ratings, or insulation clo values
• Allergy-safe fiber content

If a seller’s listing asserts a composition, the photo of the garment body does not verify that sentence. A clear care-label photo can support a text observation (“label reads 100% polyester”); it still is not a lab assay.

Suggested photo set for apparel decisions

Shot	Why
Front lay-flat	Primary graphic and shape
Back lay-flat	Reverse graphics / seams
Size label close-up	Order match
Measurement with tape (chest/length)	Fit hinge
Problem-area close-up	Stain, loose stitch, print crack
Interior / care tag (when composition text matters to you)	Label text only

Use extra photo guidance when the default set omits a hinge shot. Use the visible-vs-not-visible framework when you feel tempted to upgrade a vibe into a proof.

Workflow glue

1. Shortlist on the matching Finds category.
2. Save listing size chart units and one clean reference image.
3. Pre-write three non-negotiable visible checks.
4. When warehouse photos arrive, score with the QC Checklist tool.
5. Decide using readable fails and accepted unknowns—not authenticity folklore.

Clothing photos are strong for “is this the size tag I ordered?” and “is the print crooked?” They are weak for “will this pill in six washes?” Keep those strengths, refuse the overclaims, and apparel QC stays useful instead of theatrical.