Practical guides for fashion brands selling online
Virtual try-on covers two different technologies, seller-side model generation and customer-facing fitting tools. What each actually does, the real return-rate numbers, and which one solves your problem.
Real cost and turnaround numbers for AI fashion photography versus traditional photoshoots, where the savings claims get misleading, and when a traditional shoot still wins.
What AI fashion photography actually is, how the workflow runs from one garment photo, and when a traditional shoot still makes more sense.
Etsy's real photo rules for apparel listings: the photo limit most guides still get wrong, the resolution floor that affects search ranking, and the video slot sellers miss.
What a commercial AI license actually covers, why US copyright law doesn't automatically protect generated images, and the rights fashion sellers need before publishing.
Amazon's real image rules for clothing sellers: main image specs, the model-vs-flat-lay rule, gallery structure, and the variant mistakes that cause returns.
Flat lay, ghost mannequin, or on-model? Learn what each format proves, what Amazon requires, and how to build the right image mix for every apparel product.
Shopify's real image limits for apparel, why half the guides say 20 megapixels and half say 25, and what a clothing gallery has to prove before a shopper will buy.
From 2 August 2026 the EU AI Act changes what you must disclose about AI product images. Which images need a label, who the rules apply to, and what the penalties actually are.
A practical breakdown of every ghost mannequin service option in 2026, photographers, retouching agencies, AI software, and DIY, with honest pricing categories and which fits your brand.
A step-by-step guide to the manual ghost mannequin workflow, plus an honest look at why most fashion brands are switching to AI in 2026.
How the invisible-mannequin look is made, what a real shoot costs, and how AI now produces the same effect from a hanger photo in under a minute.
Replace expensive photoshoots with AI model photos. Real costs, honest limitations, and a practical workflow for small fashion brands selling on Shopify.
