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Problems We Solve

How Do We Get Returned Clothes Checked and Back on Sale Faster?

Fashion returns pile up waiting to be checked, steamed and restocked. We build a grading flow that routes each garment to resale, seconds or repair.

Updated 3 min readBy SpiderHunts Technologies

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Quick answer — TL;DR

Returned garments pile up because each one needs a judgement call on condition and there is no fast, consistent way to make it. We give your returns bench a phone-based grading flow with clear grades, photos where needed and automatic routing to restock, steaming, repair, seconds or write-off.

A mountain of grey bags behind the packing bench

After a busy weekend, the returns are stacked in grey bags behind the bench. Each one has to be opened, checked for make-up marks, deodorant, pulled threads, missing tags and signs of wear. Some need a steam, some need a new swing tag, a few are clearly worn and cannot go back on sale. The person on returns makes that call for each garment, and it depends on who it is and how busy they are.

While the bags sit there, the sizes inside them are not for sale. Your bestseller shows sold out in a 10, and three size 10s are behind the bench.

Why the returns pile grows

  • There are no clear grades, so every garment is a fresh judgement.
  • Garments that need steaming or a new tag wait for a separate batch job.
  • Nobody knows what to do with items that are not perfect but not ruined.
  • Restocking in the system happens separately from the physical check.
  • Busy dispatch days pull returns staff onto packing.

What a slow returns bench costs

DelayEffect
Returns not restockedSizes show sold out while units sit in bags
Inconsistent gradingWorn items resold, or good items written off
No seconds routeSlightly marked stock thrown away or stuck
No condition recordNo evidence if a customer disputes a refund decision

How we build a grading flow

  1. The returns bench scans each garment. The phone or tablet shows the order, the reason given and the item's photo.
  2. The checker picks a grade from a short list you define, such as A (resell as new), B (resell after steam or new tag), C (seconds or sample sale), D (repair) and E (write off). Each grade has a short checklist of what qualifies.
  3. Grades C, D and E ask for a photo, which is saved against the return.
  4. Grade A items are restocked in your store immediately. Grade B items go to a 'to steam' location and are restocked when that job is marked done.
  5. Grade C items go to a seconds location, which can feed an outlet channel, a sample sale list or a resale partner.
  6. If a return looks worn or does not match the order, it goes to a person to decide on the refund under your policy, with the photos ready.
  7. A report shows returns waiting by grade and age, so bottlenecks are visible, and trends by style, so a style that keeps coming back marked is spotted.

The Monday bench afterwards

The checker works through the bags with a scanner and a phone. Most garments are grade A and go straight back to stock as they are scanned. A pile of grade B goes to the steamer, and each one is back on sale by lunchtime. Two marked items go to seconds with photos. One returned dress smells strongly of perfume and has the tag cut off; it goes to the manager with photos to decide on the refund. The size 10s are back on sale the same morning.

Where seconds can go

Seconds stock has a value if it has somewhere to go. The flow can list grade C items on an outlet page, add them to a sample sale list, or export them for a resale partner. Some brands donate them. That choice is yours, and the tool just makes sure grade C items are counted rather than stuffed in a box under the stairs. Decisions on whether a customer gets a full refund for a worn item follow your policy and the law, and the tool records the evidence.

Signs your returns bench needs this

  • Returns wait in bags for days before restock.
  • Grading depends on who is on shift.
  • Steaming and retagging happen in occasional big batches.
  • You have no seconds route for slightly imperfect items.
  • Refund disputes have no photos to refer to.

FAQ

Frequently asked questions

The questions readers ask us after this guide.

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Does this replace our returns app?

No. The app handles the customer side. This handles what happens when the parcel arrives, and connects to the app to issue refunds.

Can grades be different for different products?

Yes. Knitwear, denim and swimwear can each have their own checklists and grade rules.

What equipment do we need?

A barcode scanner or a phone camera, and a phone or tablet. Nothing specialist.

Can it decide refunds automatically?

It can issue refunds automatically for grade A and B, if you choose. Anything that affects the refund goes to a person.

What drives the cost?

Which returns app and stock system we connect to, and how many routes for seconds you want.

Keep reading

More on Problems We Solve

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Describe your ranges, where you sell (your own store, wholesale, marketplaces) and which spreadsheets and inboxes hold it together. We will tell you what we would build or connect, and if an app or a setting you already pay for covers it, we will say so.

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  2. A senior engineer reviews itAnd comes back with questions, a realistic range and an honest view on fit.
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