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Spotting a bad batch

The cheapest return is the one you never have to make. This is how to judge a seller from other people's photographs, before you have spent anything.

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One bad unit is luck. The same fault four times is a batch. Almost everything on this page follows from that one distinction, and almost nobody applies it — people look at a single gallery, decide it is fine, and order.

Five signals, read across several orders

The same flaw in several people's photos

One bad unit is luck. The same fault in four galleries is how the seller makes them.

Looks rightFaults that differ between orders — a scuff here, a loose thread there. That is handling, not manufacture.
Walk awayIdentical misalignment, identical colour cast, identical crooked logo across unrelated buyers.

Colour drifting between orders

Warehouse lighting varies, but it varies randomly; a dye lot varies in one direction.

Looks rightShades scattered either side of the reference, consistent with different lighting.
Walk awayEvery recent photo noticeably lighter, darker or more saturated than the older ones. The lot has changed.

When the photos were taken

A listing that was good a year ago tells you about a batch that is gone.

Looks rightRecent galleries that look like the older ones. The seller is holding quality.
Walk awayAll the good photos are old and the recent ones are worse. This is the most common trap in the hobby.

How many galleries exist at all

Volume is itself evidence: an item nobody has ordered has nothing to judge.

Looks rightSeveral independent orders to compare, over a span of time.
Walk awayOne gallery, or none. Not a reason to avoid it — a reason to know you are the test.

The angles the seller avoids

What is consistently not photographed is a decision, not an accident.

Looks rightGalleries that include soles, labels, interiors and backs.
Walk awayEverybody's photos show the same flattering three-quarter view and nothing else.

The method, in about ten minutes

None of it costs anything, and it happens before you have committed to a seller.

  1. 1

    Find the item on the catalogue, not on the agent

    The agent shows you the seller's own listing photos, which are marketing. The catalogue keeps QC galleries from real orders of that item, which are evidence.

  2. 2

    Open several galleries, oldest to newest

    You are looking for a direction of travel, not a verdict on any one photo. Four orders across a few months tells you far more than twenty from one week.

  3. 3

    Name the two details that matter for this item

    A sneaker is its shape and its sole stitch. A bag is its hardware and its edge paint. Decide before you look, then look only at those.

  4. 4

    Ask whether the fault repeats

    If the same detail is wrong in the same way across unrelated buyers, it is how the item is made and yours will be the same. If the faults are all different, it is handling.

  5. 5

    Then decide, and only then order

    A seller you have already judged costs you nothing to reject. A seller you judge afterwards costs you a return inside China.

Where the galleries are

Not on the agent. What an agent shows you on a product page is the seller's own listing photography, which is marketing and is identical for every buyer. What you want is what actually arrived, several times, from several people.

The REPS EMPIRE catalogue keeps those against each find, which is why every card on this site links there for the photographs. Once you have chosen a seller, the QC guide is what you use on your own item when it reaches the warehouse.

The limits of all this

You are reading phone photographs taken quickly under warehouse lighting. Colour is unreliable, fine texture is unreliable, and nothing tells you how something wears. What this does catch is the large, repeated, structural wrongness — which is most of what goes wrong, and all of what you can do anything about.

Questions

What counts as a batch problem rather than bad luck?

Repetition across unrelated buyers. One crooked logo is a unit; the same logo crooked in the same direction in four galleries is how that seller makes them, and yours will arrive the same way.

How old is too old for a QC photo?

There is no number, but direction matters more than age: if the recent galleries are worse than the old ones, the lot has changed and the old ones are describing a product you cannot buy any more. That is the trap that catches experienced people.

What if there are no galleries at all?

Then you are the test. That is not a reason to walk away, but it is a reason to order one unit rather than three, and to budget for the possibility that it is wrong.

Can I ask the agent to check before shipping?

You can ask for specific extra photographs, which is the useful version of that question. The agent photographs; it does not judge, and it will not tell you whether an item is good. The judging is yours, which is what this site is for.

Does a good batch mean the item is authentic?

No, and nothing here should be read that way. These methods tell you whether a seller ships consistently and whether the item matches what you expected. We do not sell, make, import or stock anything, and nothing listed on this site is authenticated or verified by us.

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