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Holiday returns season: what customer photos can and cannot fix

Retailers expected 17% of holiday sales back, per NRF. Which returns customer photos can prevent, and what to change in January.

It is the second week of January. The returns bench holds a pile of the same jumper, all in medium. Every slip says "too small". Your product page shows that jumper on one model, in one size. The buyer guessed a size for someone else, and guessed wrong.

  • 17%

    Holiday sales retailers expected back

    A retailer expectation for the 2025 season

  • 19.3%

    Online sales returned in 2025

    An NRF estimate

  • $849.9B

    Total US returns in 2025

    An NRF forecast

Source: NRF and Happy Returns, 2025 retail returns report, October 2025. US retail.

These totals say how much comes back. They do not say why. Your own return reasons do, product by product.

Why holiday returns are different: the buyer is not the wearer

Most of the year, the shopper who saw your product page opens the box. At Christmas that often changes. The buyer studied the photos. The recipient decides whether it fits.

So a gift buyer is guessing twice. They guess what the product is like. Then they guess the size and taste of someone else. Customer photos can help with the first guess. A fit note helps with the second.

Return reasons, and what helps each one

Return reasonProof helps?What helpsWhat does not
Size or fitYesPhotos with the wearer's usual size and the size orderedA gallery of photos with no size given
Colour looks differentYesPhotos taken in daylight, at homeMore studio shots under the same lights
Bigger or smaller than expectedYesPhotos in a real room or on a real personDimensions alone, with nothing to compare
Not as pictured: material, finishYesClose photos and video of the real itemRetouched hero images
Duplicate giftNoGift receipts and easy exchangesAny product page change
Unwanted gift, change of mindNoA clear exchange or store credit routeMore photos
Damaged in transitNoBetter packaging, carrier claimsProduct page changes
Wrong item shippedNoPicking and packing checksProduct page changes
Faulty itemNoQuality checks with the supplierProduct page changes
Common return reasons. "Proof helps" means a customer photo or fit note can answer the doubt before the order.

Where each return reason belongs

More likely when it is a giftNo more likely for gifts
Fix with gift receipts and exchanges
Duplicate giftUnwanted gift
Fix on the page, written for gift buyers
Size or fit
Fix in the warehouse
Transit damageWrong item, fault
Fix on the page
ColourScaleNot as pictured
Proof on the page does littleProof on the page helps
Placement is our judgement from how each reason arises. It is not a measured share.

What customer photos can fix

Four reasons come from a gap between the page and the parcel. A customer photo closes that gap when it shows the thing the shopper doubted.

  • Size and fit. A photo of someone wearing it, plus their usual size and the size they bought.
  • Colour. The item in daylight, in a normal room. Studio light changes how many colours look.
  • Scale. A lamp on a real side table. A bag on a real shoulder.
  • Not as pictured. Close shots of the fabric, the stitching or the finish, unretouched.

A photo that shows none of these is decoration. It may help a shopper feel good about a product. It will not stop a return.

What customer photos cannot fix

Some holiday returns have nothing to do with how the product looked. Two aunts bought the same book. A recipient wanted a different gift. A box arrived crushed.

No gallery changes those. Send them to the team that can act. Gift returns need gift receipts and exchanges. Damage goes to packaging and carriers. Wrong items go to the warehouse. Track them apart from the four reasons above. A bad week in the warehouse then cannot hide a good January on the page.

Put a fit note next to every fit photo

A photo of a jumper on a stranger tells a shopper little. They do not know the stranger's size. Add one line under the photo with what the customer told you.

  • Usual size. "Usually wears M."
  • Size bought. "Ordered M."
  • How it fit. "Loose on the shoulders, sleeves long."
  • Height, if they chose to share it. "5 ft 6."

Use only what the customer wrote. Never estimate a size or a height from the picture. A wrong fit note sends back more parcels than no note.

Filters by body type or room size: only where the content carries it

A filter such as "shoppers my height" or "small rooms" sounds useful. It only works if most photos on that product carry the fact. If half the photos have no height, the filter hides half your proof.

  • Collect the fact first. Ask for it at upload, as an optional question.
  • Count before you build. Check how many approved photos on the product carry it.
  • Never infer it. Do not guess body type or room size from the image. Ask, or leave it out.
  • Start with a label. A line under each photo needs no filter and helps right away.

Review prompts that ask the right question

"Tell us what you think" gets you "Love it!". It answers nobody's doubt. Ask the question your returns are about.

Doubt behind returnsAsk thisWhat it lets you show
Size or fitWhat size do you usually wear? What did you order? How did it fit?A fit note under the photo
ColourCan you take one photo near a window, in daylight?True colour off the studio set
ScaleWhere did you put it? Can you show it in the room?The item next to real furniture
Gift fitWas this a gift? Did the size work for them?A note written for gift buyers
Not as picturedCan you show the fabric or finish up close?Detail the hero image smooths over
Prompts by the doubt they answer. Keep body and room questions optional.

On our hosted upload page, the welcome message is yours to write. Put the prompt there. The caption field collects the answer. The product picker records which item it is about.

January: fix the pages of what came back

Holiday returns arrive through January. That makes it the month to change the pages, while the reasons are fresh.

A January pass on returned products

  1. 01

    Pull the reasons

    Export return reasons by product from your returns tool or store admin.

  2. 02

    Sort the piles

    Separate page reasons from gift, damage and fulfilment reasons.

  3. 03

    Pick the products

    Take the products with the most page-reason returns.

  4. 04

    Change the page

    Add a fit note near the size picker. Put the photo that answers the doubt first.

  5. 05

    Ask for more

    Point the upload prompt at that doubt for the next buyers.

  6. 06

    Compare next season

    Check the return rate of the same products after the next peak.

Run it once for your most-returned products. Repeat after the next peak.
  • A size note by the picker. Write "runs small" only if returns and customer notes both say so.
  • The answering photo first. If returns say "darker than shown", lead with a daylight photo.
  • Fix a misleading hero image. If studio light shifts the colour, replace or relabel the shot.
  • A line for gift buyers. Name the gift receipt and exchange option near the button.

To read the result fairly, compare like with like. The does UGC reduce returns guide explains why a holdout beats a before-and-after read.

FAQs

  • Do customer photos reduce holiday returns?

    They can reduce returns caused by size, colour, scale or "not as pictured". They cannot touch duplicate gifts, unwanted gifts, damage or wrong items.

  • What should a fit note say?

    The customer's usual size, the size they ordered and how it fit. Add height only if they chose to share it.

  • Should I add a body-type filter to my gallery?

    Only when most photos on that product carry the fact, collected from the customer. Otherwise show it as a line under each photo.

  • When should I update product pages after the holidays?

    In January, as the returns come in. Start with the products with the most size, colour or scale returns.

Planning the rest of the season? See the holiday hub, the pre-purchase returns guide and the peak season 2026 readiness plan.

Sources

  1. 1NRF and Happy Returns, 2025 retail returns report · October 2025. Retailers expected 17% of holiday sales back. 19.3% of online sales returned, an estimate.
  2. 2NRF and Happy Returns, total returns · Total US returns of $849.9B in 2025, a forecast. Checked 22 October 2026.
  3. 3Idukki, Does UGC actually reduce returns? · How to measure the effect with a holdout.
  4. 4Idukki, Reducing returns with better pre-purchase UGC
  5. 5Idukki, Collect UGC · Hosted upload page: welcome copy, caption, rating and product picker.
#returns#holiday#customer-photos#fit-notes#product-pages#reviews#january

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