How to Read PandaBuy QC Photos Before You Approve Shipping
The item landed and the warehouse photos are up. Here is what a standard QC set shows, when to buy detail shots, and how to choose between approving, more photos, an exchange, or a return.
Editor score 4.5 / 5
Your item landed, the notification fired, and a gallery is waiting: a shirt flat on a green mat, a tape measure running down one edge, a neck-label shot, maybe a close-up of the print. These images show the exact unit you will receive, not the seller's studio version of it. Everything you decide in the next few days is cheap to fix. Almost nothing after the parcel is packed is.
Our desk reviews warehouse photo sets every week across PandaBuy and the other agents we order through. Below is the routine we run, and the specific points where we stop and buy more photos instead of guessing.
What a standard warehouse set actually contains
Inspection happens after your order moves to stored status: staff unpack it, weigh it, measure it, and photograph it. This is not a photo shoot, and it is not meant to be. Expect:
- A flat lay on the green mat with a tape measure along one vertical and one horizontal edge — usually width and length only.
- Front, back, and at least one angled view.
- At least one label shot: neck tag, size tag, or care label.
- Weight and packed dimensions, which drive your shipping quote more than any photo does.
What you do not get for free: a close-up of a named stitch line, a photo in natural light, or a measurement nobody asked for. The mat rulers read roughly. They are not garment measurements, and treating them as such is the most common mistake we see.
Free standard photos versus paid detail shots
| Photo type | Typical count | Cost | What it answers |
|---|---|---|---|
| Standard QC set | 3–7 per item | Free | Right item, right variant, right size label, visible damage |
| Retake of a blurred standard shot | As needed | Free | Replaces a photo you cannot actually read |
| Paid detail shot | One photo per request | Small per-photo fee | One named angle, label, stitch line, or measurement |
| Rehearsal / try-on service | One session | Paid | How the garment hangs on a body |
One paid photo answers one question. Three angles means three separate requests. Buy them only where the answer changes your decision — a print-heavy tee, a collar join, or a measurement you are stuck on between sizes.
Lighting: why colour reads cool on camera
Warehouse lighting is bright, overhead, and cool. Reds and blues shift most; olive and dark green collapse into each other; true navy often photographs close to black. Do not reject on colour alone from a standard shot. Compare the QC image against buyer-review photos on the listing — those were shot in real conditions — and if the colourway is the entire reason you bought the piece, spend the small fee on one daylight photo and say exactly that in the request.
The tee and shorts checklist
For a graphic crew-neck, the catalog's Bape multicolor T-shirt collection is a useful example, because print scale and centring are the whole point of the item. Our order of checks:
- Print centring and sharpness. In the flat lay, compare the print's distance to each shoulder seam. A 10 mm drift is visible when worn. Fuzzy edges and cracked ink do not improve in transit.
- Collar stitch density. Zoom the neck rib. You want a tight, evenly spaced run with no gap where the rib meets the shoulder seam.
- Hem and side seams. Look for skipped stitches, puckering, and a hem that waves instead of lying flat.
- Care-label accuracy. Fibre content should match what the listing claims. On those crew-necks that means 100% cotton, not a blend dressed up as one.
- Flat-lay numbers. Ask for pit-to-pit and shoulder-to-hem, and compare them to a garment you already own that fits — not to the size chart. For shorts, request waist flat and inseam.
A loose thread: cosmetic or structural
One cut thread end sticking out of a hem is cosmetic. Snip it and move on. Request an exchange when you see a skipped run longer than about 10 mm, a seam that never caught both layers, a collar sewn off-centre relative to the shoulder line, print lifting at an edge, or a measurement more than 2 cm off the listed size. That is structural, and it will not fix itself between the warehouse and your door.
How to write a numbered photo request
Vague requests get vague photos. Write it in plain English, number every line, and tie each one to a place on the garment so the warehouse shoots the right angle the first time:
1. Pit-to-pit and shoulder-to-hem, tape visible in frame, laid flat.
2. Close-up, roughly 15 cm away, of the front print's top edge — I need to see centring against the shoulder seams.
3. Neck rib from the inside, showing the stitch run and the shoulder join.
4. Full garment again in daylight near a window.
Four numbered lines, four photos. This is also why we log turnaround times by agent: in our own records, paid detail shots come back in roughly 14–30 hours from request to upload, while the free standard set usually appears 12–48 hours after check-in. Agents differ by shift and by holiday volume, and a numbered request comes back correct on the first attempt far more often than a paragraph.
The timing trap
Photo requests only work while your items sit loose in the warehouse. Once you submit a parcel, goods may already be packed — and packed parcels are not reopened for photos. A request sent after packing is a favour, not a service. Inspect, request, decide, then consolidate.
The decision, in one line
Approve when the numbers match your own measurements and the print sits straight. Buy one or two detail shots when a single unknown is blocking you. Ask for an exchange when the same unit could plausibly come back correct. Ask for a return when the seller shipped the wrong variant, the wrong size, or something visibly below the listing. Every one of those options lives on this side of the flight, and none of them survives the parcel being sealed.