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.




Flat-lay vs ghost vs on-model
| Item | Requirement |
|---|---|
| Flat-lay | Top-down product arranged on a surface; common for accessories, beauty and hard goodsSource 2 |
| Ghost mannequin | Hollow worn apparel shape with invisible mannequin — see apparel ghost guideSource 3 |
| Amazon MAIN | Often needs pure white background and product-only framing; flat-lay may be secondarySource 1 |
| Shopify | No 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 toolMockup Generator
1–3 credits per image (1K–4K)Scene/mockup variants when you need prop or surface looks.
Open toolGhost Mannequin
1–3 credits per image (1K–4K)When apparel needs hollow-garment output instead of top-down flat-lay.
Open toolMuseFrames 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
- Upload a clear product photo (neutral light, full product in frame).
- Open AI Photo Studio (and Mockup / Ghost when the SKU is apparel).
- Choose a flat-lay / top-down catalog look; keep props minimal unless your brand needs them.
- Export marketplace or store sizes you need.
- 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.
- Amazon Seller Central: Product image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G1881
- MuseFrames Features: https://museframes.com/en/features
- Amazon Seller Central: Apparel image guidelines: https://sellercentral.amazon.com/help/hub/reference/external/G200498950
- Shopify Help Center: Product media types: https://help.shopify.com/en/manual/products/product-media/product-media-types
- MuseFrames Pricing: https://museframes.com/en/pricing
Try it with your own product photos
Create account when you hit Generate — Google or email.
Generate your first catalog shot free