A Toronto housewares retailer with roughly 300 SKUs joined a new marketplace last spring and found the listings wouldn’t go live without a clean shot on a plain background for every item. The photography on hand was good: warm, styled, shot on a walnut table with a linen runner. None of it qualified. The options were a four-figure reshoot or three weeks of someone in the office working through the catalogue by hand.
That scenario has become ordinary, and it points at a shift most merchandising teams have absorbed without ever naming. The problem is rarely that a retailer can’t produce a good photograph. It’s that every product now needs six versions of itself, and the sixth one is due tomorrow.
One Shot, Six Placements
A single kettle has to appear as a website hero, a marketplace thumbnail sitting on white, a 4:5 paid social creative, a 9:16 vertical for reels and stories, an email header cropped to a wide letterbox, and increasingly a tile on a retail media network with its own text safe area. Each has a different aspect ratio, a different amount of breathing room, and different rules about what may sit behind the product.
A photographer delivers the hero. Everything after that is derivative work: recrop, extend the background, remove the styling props that read as clutter at small sizes, lift the shadow so the product doesn’t vanish against a dark interface. None of it is creative work in the sense a photographer would recognize, and all of it takes time.
Multiply by a catalogue and the shape of the problem changes. Two hundred products across six placements is twelve hundred assets, refreshed at least seasonally.
Where the Work Moved Inside
Very few retailers made a formal decision to bring image production in-house. It happened by drift. Someone in merchandising started cleaning up phone photos between other tasks, the results were good enough for a marketplace tile, and the shoot budget went unspent for a quarter.
Pixelcut is an AI photo editor that handles background removal, object removal, upscaling and batch resizing from a phone. That combination made the drift easy, because isolating a product from a cluttered stockroom shot stopped requiring any knowledge of what a layer mask is. The skill floor dropped far enough that a category manager could produce in ten minutes what used to arrive on an invoice as retouching.
Which is mostly good news, and creates a different problem. Work that used to be governed by a brief and executed by one retoucher is now distributed across whoever has an afternoon free.
What a Studio Day Actually Buys You
A studio day buys direction and consistency: one lighting setup, one point of view, one set of decisions applied across everything shot that day. That is genuinely valuable, and it is not what most retailers are short of.
What a studio day does not buy is the long tail. The line extension that arrives in August, three weeks after the shoot. The colourway a supplier added late. The single item reshot because the sample had a scuff on it. Photography books in blocks; merchandising moves continuously, and the gap between those two rhythms is where the work piles up.
The Consistency Problem Nobody Budgets For
Three hundred images edited by four people over eight months produce four visual dialects. One person crops tight, another leaves a generous margin. One keeps a soft contact shadow, another cuts it away entirely. One nudges the white point warm because it looked better on their monitor.
Individually, every image is fine. Viewed as a category page, the grid reads as untidy, and untidy reads as unserious. This is not a talent problem or a tooling problem. It’s a specification problem, and specifications are the thing nobody gets assigned.
The Cost of a Flattering Angle
Editing tools make it trivially easy to push saturation, and colour is where that gets expensive. A sofa that reads charcoal on a phone and mushrooms in a living room comes back, and the return costs more than the sale earned. The temptation to make a product look its best is the same temptation that fills the returns bay.
Marketplace Standards Set the Floor, Not the Ceiling
Marketplace image requirements are minimums: plain background on the main image, product filling a reasonable share of the frame, no promotional text overlaid, resolution high enough to support zoom. Clearing them makes a listing eligible rather than persuasive, and a surprising number of retailers treat compliance as the finish line.
Online Is a Smaller Slice Than the Category Assumes
Here is the number that should shape how any of this gets funded. Retail e-commerce sales came to roughly $5.0 billion in May against $73.7 billion in total retail trade, which works out to 6.8 per cent of the sector, down from 7.0 per cent in April on a seasonally adjusted basis. Those are Statistics Canada’s figures, and the share has been stubbornly flat rather than climbing.
Read carelessly, that argues for spending less on imagery. Read properly, it argues close to the opposite. If online is a small and slow-growing share of trade, then image assets can’t be justified by webstore conversion alone. They have to earn their cost across in-store screens, flyers, wholesale line sheets, retail media placements and marketplace listings, which is precisely the multi-surface demand that broke the old studio model in the first place.
It also punctures a planning assumption that turns up in a lot of decks. Teams that budgeted on the belief that Canadian online share would drift up toward eight or ten per cent have been planning against a number the data has not delivered.
Who Should Own the Image Pipeline
Someone has to own it by name. The workable arrangement in practice is a single owner, usually in merchandising rather than marketing, holding a short written specification: background treatment, crop margin, shadow style, white point reference, and a list of which assets go to a photographer versus which get produced internally.
The specification does not need to be long. It needs to exist somewhere other than in one person’s head, because the person who has been doing the edits will eventually be on vacation during a launch.
The Test Is Whether the Product Arrives Looking the Same
A useful audit is to order three items from your own store and unbox them next to the listing images on a phone. Colour, scale, finish, the way light sits on the surface. Wherever they diverge, that’s the gap between what the imagery promised and what the warehouse shipped, and it shows up later as a return, a review, or a customer who doesn’t come back. Everything else in the pipeline is downstream of getting that one comparison right.
