How to Read QC Photos Like a Pro
Quality Control photos are your only defense against disappointment. Here is a systematic checklist for evaluating warehouse photos before you green-light shipping.
General Rules
- multiple angles — front, back, sides, top, bottom, and close-ups of details
- Zoom in to 100% on your screen. Phone-sized thumbnails hide flaws
- Compare against retail reference images from reputable sources
- Check in good lighting. Warehouse lighting is usually adequate, but review on a bright screen
Shoe-Specific Checks
- Shape and toe box: Compare the overall silhouette to known retail photos
- Stitching consistency: Look for even spacing, no loose threads, correct color thread
- Swoosh / logo placement: Is it positioned correctly relative to stitching lines and eyelets?
- Midsole texture and color: Common flaw area. Check for correct speckle patterns and shade
- Outsole: Verify translucency levels and traction pattern accuracy
- Heel tab / pull tab: Height, shape, and stitching alignment
- Insole print: Often overlooked, but visible when worn
- Size label: Matches your order and factory batch expectations
Apparel Checks
- Print alignment: Centered? Correct height from collar?
- Embroidery density: Tight stitches, no gaps, correct thread color
- Collar construction: Ribbed correctly, no waviness
- Hem stitching: Even width, no puckering
- Tags and wash labels: Accurate text, correct formatting
- Weight: Heavier items generally indicate better blanks
Accessory Checks
- Hardware weight and finish: Cheap hardware feels light and scratches easily
- Stitching alignment: Especially on bags, where panel matching matters
- Logo engraving / embossing: Depth and clarity
- Interior lining: Material quality and construction
When to RL (Red Light)
- Obvious shape defects that will be visible while worn
- Incorrect colorways that do not match the ordered batch
- Major stitching flaws that suggest poor construction
- Size clearly wrong based on insole measurement
When to GL (Green Light)
- Minor flaws only visible on close inspection
- Issues in areas hidden during normal wear
- Slight batch-acceptable variations you were already aware of
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Universal QC Checklist
Request multiple angles (front, back, sides, top, bottom)
Never rely on a single photo
Zoom to 100% on a desktop monitor
Phone thumbnails hide details
Compare against retail reference images
Use reputable sources for accuracy
Verify logo placement and alignment
Even 2mm shifts are visible on-foot
Check stitching consistency and spacing
Loose threads and uneven gaps are red flags
Confirm size matches order
Request insole measurement photos
Inspect hardware weight and finish
Cheap hardware feels hollow and scratches easily
Review interior construction
Quality is often revealed on the inside
QC Decision Process
Open Photos on Desktop
Never QC from a phone screen — details are invisible
Compare to Retail References
Open reference images in a second tab side-by-side
Check Each Critical Point
Work through the category-specific checklist systematically
Decide GL or RL
Minor hidden flaws = GL. Major visible defects = RL
Document Your Decision
Screenshot your reasoning in case you need to reference later
GL vs RL Decision Framework
| Scenario | Recommendation | Rationale |
|---|---|---|
| Shape defect visible from 3+ feet | RL | Will be noticed every time you wear it |
| Wrong colorway vs ordered batch | RL | Does not match what you paid for |
| Major stitching gaps | RL | Suggests poor construction overall |
| Minor flaw only under magnification | GL | Not visible during normal wear |
| Flaw in completely hidden area | GL | Inside tongue, bottom of insole, etc. |
| Known batch-acceptable variation | GL | You researched this batch and accepted its limits |
Golden Rule
The $3 Insurance Policy
Spending $2-3 on additional QC photos is the cheapest insurance against disappointment. Skipping QC to save a few dollars is the single most common regret among new agent users.