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

我用ai做了一组服装商品图
榜上爆款女装ai图文实操来喽
漫剧人物形象设计
榜上爆款女装ai图文实操来喽

Reference deck

Each sample is a starting point for BO, carrying its prompt and reference images with it.

Reference image 1

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.

Create with this case
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
我用ai做了一组服装商品图
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.

榜上爆款女装ai图文实操来喽
Potential 5102

榜上爆款女装ai图文实操来喽

Give every image a purpose; do not mix hero and detail content into one cluttered shot.

漫剧人物形象设计
Potential 7703

漫剧人物形象设计

Make it feel like ecommerce listing material, not a one-off AI concept poster.

榜上爆款女装ai图文实操来喽
Potential 5104

榜上爆款女装ai图文实操来喽

Do not change the design or color, or add brands and accessories that do not exist.

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.

Pack into BO