AI photography for Amazon clothing sellers

Ghost mannequin

Apparel photography style where the garment is shown in 3-D form without a visible model or mannequin — used for product detail pages on Shopify, Amazon, and most marketplaces.

White Studio shot

Apparel image with a true pure white #FFFFFF background — the format Amazon and most marketplaces require, with no color cast, fringing, or shadow.

How to create an Amazon-spec main image from a phone photo

Amazon's main image specification for apparel is unambiguous: pure-white RGB(255,255,255) background, garment fills 85% of the frame, no models in the main shot

How to make a ghost mannequin photo from a phone photo

Turn a phone-quality flat-lay, hanger, or on-mannequin photo of a garment into a clean invisible-mannequin shot on a pure-white background — ready to drop into

How to generate colorway variants of a garment from one photo

Turn a single product photo of a t-shirt, hoodie, dress, or jacket into 5–10 colorway variants without re-shooting — fabric texture, stitching, shadow detail an

How to remove background from clothing photos with AI in 2026

Background removal on clothing photos is the most basic AI fashion task and the most commonly done badly. Here's the 2026 how-to — when to use generic vs category-purpose tools, sheer fabric handling, Amazon #FFFFFF compliance, batch processing, QC at scale.

Why your ChatGPT, Gemini, and Nano Banana prompt for "pure white background" still gives you grey

Even the most carefully written "pure white background, RGB 255/255/255" prompt comes back as light grey — on ChatGPT (DALL·E / GPT-Image), Google Gemini, and Nano Banana (Gemini 2.5 Flash Image), the current state-of-the-art for fashion AI. Here's the technical reason image LLMs cannot deliver true #FFFFFF, the corner-pixel readings we measured across each model, and the post-processing fix that does.

How to generate Amazon-ready white background fashion photos with AI (step-by-step)

Amazon's main-image policy requires a true RGB 255/255/255 background. Here's a step-by-step workflow to produce policy-compliant white-background fashion photos with AI in under five minutes per garment.

AI fashion photography for Amazon sellers: a complete operations guide

Amazon's image rules are unforgiving and the volume is unforgiving too. Here is the operations playbook Amazon clothing sellers actually use — image specs, white-background compliance, A+ content, and SKU velocity at scale.

AI fashion photography for Amazon FBA clothing sellers

Amazon's main image specification is unambiguous: pure-white RGB(255,255,255) background, garment fills 85% of the frame, no props or backgrounds, no models in

AI fashion photography for Etsy clothing shops

Etsy buyers shop for character: handmade, vintage, made-to-order, modest, plus-size, niche aesthetics. Apiway produces lifestyle imagery for those listings with

AI fashion photography for marketplaces and multi-brand retailers

Marketplaces inherit imagery from hundreds of merchant uploads — and inherit the inconsistency that comes with it. Apiway normalizes the catalog: every merchant

Can I use Apiway-generated images on Amazon, Etsy, or eBay?

Yes — Apiway exports clean JPG images that meet typical marketplace requirements (white background for Amazon main images, square crops for Etsy, etc.). Each ma

How does Apiway produce a true pure white #FFFFFF background when LLMs usually output light grey?

Even with prompts like "pure white background, no gradient", current image LLMs (Gemini, GPT-image, etc.) almost always render a slightly off-white or light-gre

What is ghost mannequin (invisible mannequin) in Apiway?

Ghost mannequin is a workflow that converts on-model or mannequin photos into clean catalog shots where the garment looks like it's worn by an invisible figure