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Fashion AI SchoolLab

Creative pillar · E-commerce

AI e-commerce imagery & automation

AI e-commerce imagery turns the product photos you already have into on-model, lifestyle and ad images. Follow the Ghost-Mannequin to Campaign Pipeline: garment photo, studio stage, model try-on, then a 9:16 video, keeping the garment unchanged at every stage.

How it works, step by step

  1. Step 1

    Collect garment photos

    Flat lay, hanger or ghost mannequin.

  2. Step 2

    Clean the stage

    Consistent background for the catalogue.

  3. Step 3

    Try on a model

    Same model and set for the whole range.

  4. Step 4

    Make ad formats

    Square, 4:5 and 9:16.

  5. Step 5

    Animate best sellers

    Short clips for social.

  6. Step 6

    Check accuracy

    Colour, print, logo and cut.

Compare the options

Input photoOutputTool
Flat layOn-model photoVirtual Try-On
Ghost mannequinOn-model photoVirtual Try-On
Any product photoNew background or cut-outStudio Apps
On-model photo9:16 video adUGC Ad Maker

Copy this prompt

Use the garment in [garment photo] exactly: same colour, print, buttons and cut.
Show it worn by [model] in [setting], [lighting],
full-length, natural drape, realistic fabric texture, e-commerce quality.

Replace the [bracketed] parts with your own details.

Do it with our tools

Virtual Try-On

Flat lay to real model photo.

Open →

Studio Apps

Background, model swap, cut-out.

Open →

UGC Ad Maker

9:16 video ad from one garment.

Open →

Read next

Questions

Can AI turn a flat lay into an on-model photo?
Yes. Upload the flat lay, choose a model and setting, and the tool places the garment on the model while keeping colour and print.
Does virtual try-on show fit?
No. It shows how a garment looks, not exact fit. Keep size guides on product pages.
How much does it cost?
Pay per image, no subscription. Failed images are refunded automatically.

More guides: AI lookbooks · virtual try-on · AI product photography · AI influencers · AI fashion design · commercial photography · AI video · consistency · e-commerce · creative direction · frameworks · glossary · cost calculator

Browse 1,000+ free prompts or see all pay-as-you-go studios.

Your next step

Go from free tool to real results

Learn itAI Photoshoot workshopThe recorded workshop shows the full professional workflow behind AI e-commerce imagery.Open Save with a bundleWorkshop bundlesTwo to eight workshops together, lifetime access, one price.Open For your teamPrivate session or consultingA live session or custom workflow built around your brand and products.Open