Product Updates··4 min read

Force a Clean White Product Background

Marketplaces reject off-white backgrounds. New in flat-to-model: set a hex code to force a clean, uniform, marketplace-ready product background every time.

By On-Model Team

Flat-to-model fashion image on a clean, perfectly uniform flat-color studio background with color swatches alongside

Clean white background product photography is one of the hardest requirements in fashion e-commerce. Zalando, ASOS, About You, and Amazon mostly require product images on a perfectly uniform background, often a specific white or light grey, with no gradient, no shadow, and no texture. A background that looks "basically white" still gets rejected.

That is exactly where AI image generation tends to slip. Even when you ask for a plain studio backdrop, the engine can drift a few shades off, add a soft gradient toward the corners, or render subtle texture that reads as a scene rather than a clean sweep. Close enough for a lookbook, not close enough for a feed spec.

Force flat background fixes that. It is a new option in flat-to-model and create-packshot that guarantees the background comes out as an exact, perfectly flat color, every time. This guide uses flat-to-model, but it works the same way for packshots.

Why white background product photography matters for marketplaces

A uniform, single-color background is one of the most common hard requirements in fashion e-commerce, and for good reason:

The catch is that generative engines optimize for "looks like a studio," not "is mathematically one color." Force flat background closes that gap.

How to force a flat background in flat-to-model

You already describe the background you want in each instruction. To lock it to an exact flat color, do two things:

  1. Set the instruction's background to a hex color, for example #FFFFFF for pure white or #EDEDED for a light marketplace grey.
  2. Turn on Force flat background. It sits directly under Post-Processing in the configure step.
Force flat background lives right under Post-Processing in the configure step.

From then on, every output in that job is rendered with the background filled to exactly the hex you specified. No drift, no gradient, no surprise texture. The model and the garment stay untouched; only the background is locked to your color.

Force flat background lives under Post-Processing, so make sure post-processing is enabled. It only acts on solid-color instructions, so a descriptive background like "gym rooftop at golden hour" is left exactly as generated.

Before and after

Here is the same flat-to-model output with the option off and on. Hover or tap each card to compare: the default shows the forced flat result, and revealing the original exposes the uneven tone and soft gradients a raw generation can leave behind.

AI Generated
Flat-to-model output with the background forced to a clean, perfectly uniform colorSame output before, with a slightly uneven off-white studio background
Hover to compare
Front
Walking pose with a uniform, marketplace-ready flat backgroundSame walking pose with a subtle background gradient and warm corners
Hover to compare
Walking
Close portrait with the background locked to a clean, even colorSame portrait with an uneven background showing around the hair
Hover to compare
Close-up

The difference is clearest around fine edges like hair, where a drifting background is most obvious.

Where it helps most

  • Marketplace and feed images. Hit the exact white or grey a channel requires the first time, and skip the rejection-and-reshoot loop.
  • Large batches. Run a whole set against one hex so every product shares the identical background, end to end.
  • No manual cleanup. Skip exporting to an editor to flatten or recolor the backdrop by hand.

Save your background as a preset

If you produce for the same marketplace repeatedly, save the setup as a preset: your hex background, post-processing, and Force flat background, all in one click for the next job. Load it and every future batch lands on the same exact color. It pairs naturally with the rest of your flat-to-model workflow.

Force flat background is available now in flat-to-model and create-packshot. Set a hex, flip it on, and ship feed-ready images without the reshoot.

flat-to-modelproduct-updatesbackgroundmarketplaceproduct-photography