QC scorecard: five photo checks turned into ship, ask or return
Score five QC positions, weight the risky ones, and get the exact questions to send before a parcel leaves.
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Run it
Formula and method
score% = Σ(position score × weight) ÷ Σ weight × 100, where Pass = 1, Ask = 0.5, Return = 0; weights: main photo 1.0, label 0.8, stitching 1.2, hardware 1.2, sole 1.0; band: 85% and above ship, 60–84.9% ask, below 60% return
Rates last checked 2026-10-02. Where a band is missing we print Not verified rather than interpolating between neighbours.
Apply the formula on KakobuyThree worked cases
Case 1
- main: pass
- label: pass
- stitch: pass
- hardware: pass
- sole: pass
- note: 1
Result: Score 100.0% — band: ship. Ship it — no position needs a follow-up. The note field contradicts the score: "Your note contradicts a passing score — re-read the photo before you release the parcel."
A clean scorecard with a written worry attached: believe the worry, reopen the photo, and only then release the parcel.
Case 2
- main: pass
- label: ask
- stitch: pass
- hardware: ask
- sole: pass
- note: 0
Result: Score 80.8% — band: ask. Ask before shipping — request the positions listed below: label (wash tag / size tag) and hardware (zip, clasps). Scored 4.2 of a possible 5.2.
Two weak positions, neither fatal: the label costs 0.8 of weight and the hardware 1.2, and both are cheap to rephotograph.
Case 3
- main: return
- label: pass
- stitch: ask
- hardware: return
- sole: pass
- note: 0
Result: Score 46.2% — band: return. Return it — at this score, the risk sits with the seller. The only position worth a follow-up photograph is stitching density.
Two zero-scoring positions take the score below 60%: a wrong main photo and a failing zip cannot be fixed after dispatch.
How to read this gauge
Score the photos, do not stare at them. Five positions decide whether a parcel should leave the warehouse: the full front photo, the wash and size label, the stitching, the hardware, and the sole or shoe tag. Mark each one Pass, Ask or Return, and the card converts your reading into a weighted percentage with a verdict attached and the exact follow-up questions to send.
The five positions are not equally important, and the weights say so. Main photo 1.0, label 0.8, stitching 1.2, hardware 1.2, sole 1.0 — a total of 5.2. Stitching and hardware carry the most because a failed seam or a jammed zip cannot be fixed once the parcel is in the United Kingdom. The label carries the least because a label that is missing from the frame can usually be photographed again the same day, and a sole or size tag sits in the middle: wrong is fatal, blurred is not.
Every field opens as Pass, and that is a deliberate landing state rather than a suggestion that the goods are fine. Move only the positions you genuinely cannot read from the photos. A card that starts at Ask would push every reader into sending five questions, which trains the warehouse to treat all of them as noise; a card that starts at Pass makes each Ask a decision you took on purpose.
The score itself is a weighted average of three states: Pass scores 1, Ask scores 0.5, Return scores 0, and the total is divided by 5.2. That is why a single Ask on the label reads 92.3% while a single Return on the main photo reads 80.8%. The bands follow the numbers: 85% and above ships, 60% to 84.9% asks first, and below 60% goes back. Our third case lands at 46.2% with a wrong main photo and a failing zip, which is the clearest return the card can produce.
Work the middle band carefully, because it is where most parcels sit. At 80.8% from an unreadable label and a questionable zip, the parcel is not condemned — it is paused. Send the two questions the card lists: a photograph of the wash label and the size tag together with a ruler alongside, and a photograph of the zip pull and stopper with the zip half open. Those two photos usually move the score by 0.4 to 0.6 of weighted value, which is the difference between the ask band and the ship band.
Watch for the flag. If you write anything in the note field while every position passes, the card raises "Your note contradicts a passing score — re-read the photo before you release the parcel." That is not a scoring rule but a reading rule: a written worry is evidence that something in the frame did not look right, and the score is a summary of five boxes rather than a verdict on your eyes. Reopen the main photo at full size before you release the parcel.
Timing closes the loop. The return or exchange request must be raised within five days of the QC being completed, after which the seller will no longer accept it (JoyaGoo Help Centre, checked 2026-10-06). Score the card on the day the notification arrives, send follow-up questions the same day, and if the card lands below 60%, open the return immediately rather than waiting to see whether the follow-up photos improve matters.
Three things stay outside the score. Colour read under flash cannot be judged reliably, so a shade that looks off in an indoor photo is not by itself a Return — ask for daylight without flash first. Fit and sizing are not photographable at all. And a note that mentions an issue the photos do not show produces the contradiction flag rather than a lower score. Where a position cannot be judged from any photo, mark Ask and ask for another frame; the card is built to handle doubt, not to resolve it silently.
Five questions about this gauge
- Why does stitching carry more weight than the label?
- Because the cost of being wrong differs. A missing wash label can be photographed again or replaced in a minute, so it weighs 0.8. Stitching and hardware weigh 1.2 each: a seam that fails at the shoulder or a zip that jams cannot be repaired from the United Kingdom, and the return window has usually closed by the time the parcel arrives.
- What does the 85% line mean in practice?
- It means the weighted score contains no more than a small amount of doubt. Passing every position scores 100.0%; adding a single Ask on the label drops the score to 92.3% and still ships. Two Asks on hardware and stitching drop it to 76.9%, which lands in the ask band and holds the parcel until the warehouse answers.
- Why does everything start as Pass?
- A neutral scorecard has to start neutral. If the fields opened on Ask, every reader would send five questions before looking properly at the photos, and the warehouse would learn to ignore them. Start with all five as Pass, move only the positions you genuinely cannot read, and the score becomes a record of your doubt rather than your caution.
- What happens when my note contradicts a passing score?
- The card raises a flag instead of hiding the conflict: "Your note contradicts a passing score — re-read the photo before you release the parcel." That rule exists because a written worry is evidence. In our first worked case the score is 100.0% and the flag still appears, which is the correct outcome — the score cannot overrule what you saw.
- How long do I have to act on a bad score?
- Five days from the QC being completed, after which the seller will no longer accept returns or exchanges (JoyaGoo Help Centre, checked 2026-10-06). Treat the scorecard as a same-day task: score the photos when the QC notification lands, send the follow-up questions immediately, and open a return on day one rather than day four.