Potential 7101
我用ai做了一组服装商品图
Do not change the design or color, or add brands and accessories that do not exist.
LISTING ASSET PIPELINEPipeline / BO ready
Listing imagesTurn one product into a full set
For merchants with product, white-background, or flat-lay images: organize hero, detail, material, and lifestyle shots together.
6-8
images per set
SKU
consistency first
PDP
detail-page ready
Reference deck
Each sample is a starting point for BO, carrying its prompt and reference images with it.
Reference 01
01
Lock the product
Preserve shape, color, texture, construction, and key details so AI does not redesign it.
02
Plan listing shots
Generate hero, white-background, flat-lay, detail, size, and lifestyle shots separately.
03
Bring it into BO
Bring references and listing prompts into generation, then upload your own product.
Pre-listing production line
Not a template filter. A workflow you can run.
Hero
Hero image
A clear subject and clean background for instant recognition in listings.
Detail
Details
Make material, hardware, texture, craftsmanship, and structure easy to inspect.
Lifestyle
Lifestyle
Add purchase imagination without losing product accuracy.
Prompt pack
Prompt direction included on this page
Prompt direction included on this page: Pre-listing production line
Fidelity rules: Do not change the design or color, or add brands and accessories that do not exist.
Set structure: Give every image a purpose; do not mix hero and detail content into one cluttered shot.
Marketplace feel: Make it feel like ecommerce listing material, not a one-off AI concept poster.
Fidelity rules
Do not change the design or color, or add brands and accessories that do not exist.
Set structure
Give every image a purpose; do not mix hero and detail content into one cluttered shot.
Marketplace feel
Make it feel like ecommerce listing material, not a one-off AI concept poster.
Case launch board
Choose a sample and start with its images
White heroFlat layMaterial close-upSize and structureLifestyle
BO handoff
The prompt and references are packed
This sends the current case's references, source link, platform format, image count, and the “Pre-listing production line” prompt into BO.