Use-case guides

Create flat-lay product photos with AI

Last updated: 2026-10-26

Short answer

Flat-lay is a top-down catalog style (product arranged on a surface), distinct from ghost mannequin (hollow garment) and on-model. MuseFrames helps turn a single product shot into clean flat-lay style catalog images for Shopify, Amazon, and brand stores — then size for channels.

Start in AI Photo Studio (and Mockup / Ghost Mannequin when the SKU is apparel). Credits follow public pricing: studio about 1–3 credits per image. Always QA edges, shadows and SKU accuracy before publishing.

Phone snap of a product bottle on a cluttered desk
Original product photo
Clean studio product bottle on a seamless background
AI Photo Studio: catalog look
Lipstick and compact arranged as a flat product set
Flat arrangement example
Product detail set with English selling points
Channel / detail follow-up

Flat-lay vs ghost vs on-model

ItemRequirement
Flat-layTop-down product arranged on a surface; common for accessories, beauty and hard goodsSource 2
Ghost mannequinHollow worn apparel shape with invisible mannequin — see apparel ghost guideSource 3
Amazon MAINOften needs pure white background and product-only framing; flat-lay may be secondarySource 1
ShopifyNo forced background; keep catalog style consistent across SKUsSource 4

Matching MuseFrames output specs

  • Shopify product image: 2048×2048 square
  • Amazon hero image: 2000×2000, pure white background, product fills 85%

First make one image you like and set it as the hero image, then choose “Channel versions” on it: each version costs 1 credit and is output at the sizes above.

Which tools to use and how many credits they cost

AI Photo Studio

1–3 credits per image (1K–4K)

Primary path for flat-lay / top-down catalog looks from one product photo.

Open tool

Mockup Generator

1–3 credits per image (1K–4K)

Scene/mockup variants when you need prop or surface looks.

Open tool

Ghost Mannequin

1–3 credits per image (1K–4K)

When apparel needs hollow-garment output instead of top-down flat-lay.

Open tool

MuseFrames charges in credits: 1 for a 1K image, 2 for 2K and 3 for 4K, with Virtual Try-On, Group Shot, Commercial Ad at 2×; video costs 15 credits for 5 sec and 45 credits for 15 sec.

Steps

  1. Upload a clear product photo (neutral light, full product in frame).
  2. Open AI Photo Studio (and Mockup / Ghost when the SKU is apparel).
  3. Choose a flat-lay / top-down catalog look; keep props minimal unless your brand needs them.
  4. Export marketplace or store sizes you need.
  5. Review edges, shadows, and SKU accuracy before publishing.

FAQ

What is the difference between flat-lay and ghost mannequin?

Flat-lay shows the product arranged from above on a surface. Ghost mannequin shows apparel with a hollow, worn shape and invisible mannequin. Use flat-lay for accessories, beauty, and many hard goods; use ghost for apparel that needs a 3D worn look — see /en/solutions/apparel-ghost-mannequin.

Can I batch flat-lay photos for a whole catalog?

Use MuseFrames studio tools and credits per public pricing. Batch availability and credit costs should match the live pricing / help pages at ship — do not invent pack sizes.

Will flat-lay images work for Amazon and Shopify?

Often yes as secondary or lifestyle images; Amazon main images usually need a pure white background and product-only framing. Link /en/solutions/amazon-main-image and /en/solutions/shopify-product-photos for channel rules.

Which MuseFrames tools should I use for flat-lay?

Start with /tool/studio; use /tool/mockup when you need scene/mockup variants; use /tool/ghost when apparel needs hollow-garment output instead of top-down flat-lay.

Related comparisons

Flat-lay sits beside ghost mannequin for apparel and footwear packshots for shoes. Compare MuseFrames vs Pixelcut and MuseFrames vs Photoroom — or browse all solutions.

Sources

All pages below were accessed on 2026-10-26; prices and features may change at any time, so check the official websites for the latest.

  1. Amazon Seller Central: Product image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G1881
  2. MuseFrames Features: https://museframes.com/en/features
  3. Amazon Seller Central: Apparel image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G200498950
  4. Shopify Help Center: Product media types: https://help.shopify.com/en/manual/products/product-media/product-media-types
  5. MuseFrames Pricing: https://museframes.com/en/pricing

Try it with your own product photos

Create account when you hit Generate — Google or email.

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