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Flat lay e‑commerce product photography at catalog scale

Create flat lay catalog shots for thousands of SKUs with Photoroom, where you can apply identical brand standards across every image to keep your catalog consistent everywhere you sell online.
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Built to perform at scale

4x

faster image processing

Launch into more markets, faster

2x

sales growth

From visuals built to sell, true to the product

$80K

saved annually

One automated workflow, consistent output

99%

image accuracy at upload

Less time editing, more time selling

Why sellers choose Photoroom for their flat lay photography

Lay out any clothing photo

Start with a photo of your garment in any lighting or position, then use Photoroom’s Flat Lay tool to turn your pre-existing catalog images into structured flat lay visuals for catalogs, photoshoots, and marketplace listings. It generates clean, top-down images of your garments, so buyers can study the product’s fine details and textures.

Create catalogs without a studio

Pair Flat Lay with Photoroom’s Ghost Mannequin and AI Fashion Models tools to create apparel images in multiple formats from the same garment photo. You can generate flat lay catalog shots, remove mannequins, or place products on AI fashion models without the hassle of coordinating separate studio workflows.

Make every image brand-compliant

Use Flat Lay with Brand Kit to apply approved backgrounds, colors, logos, and fonts across your catalog. Instead of reviewing product photos one by one, you can build your brand’s visual standards directly into the image production pipeline and maintain consistent presentation across product pages and advertising channels.

How to create consistent flat lay photography with Photoroom

1

Upload and generate your flat lay

Upload or generate a new product photo, then choose "Flat Lay" from AI Tools to create a clean, top-down catalog shot.

2

Apply brand standards and refine

Add your Brand Kit settings, then select the generated image, test additional outputs, and fine-tune as needed with Product Fixer.

3

Export at scale

Download and export your flat lay images, ready for product pages and marketplace listings.

Ship faster, skip the pipeline

Build it in-house or use Photoroom

Photoroom handles your whole visual production workflow, from variants to listing-ready assets. Here's how it compares to building in-house.

    • Build in-house: Creating an AI product variant generator requires dedicated engineering time to source foundational models, build a data pipeline, and construct a reliable QA workflow, all before the first image ships.

    • With Photoroom: Get a production-ready platform on day one, and skip the development cycle. Your teams can start generating variant images at catalog scale immediately, accelerating time to market for new collections.

    • Build in-house: You’ll pay premium salaries for specialized machine learning engineers, rent expensive cloud GPU infrastructure that sits idle during low-volume periods, purchase massive training datasets, and fund continuous pipeline maintenance.

    • With Photoroom: Photoroom absorbs the heavy engineering overhead and compute costs. This frees up your internal technical team to focus on core product development, rather than managing image processing servers.

    • Build in-house: Your team must monitor output quality and retrain models on new data. You’ll also need to manage complex, risky deployments every time the underlying architecture needs an update.

    • With Photoroom: The platform handles all updates natively in the background. Improved generation speeds and higher-fidelity models ship automatically, so your merchandising team benefits from rapidly advancing AI capabilities. 

    • Build in-house:Processing thousands of high-resolution images simultaneously requires complex queuing systems and massive compute elasticity. This can lead to severe bottlenecks during seasonal catalog updates and major product launches.

    • Photoroom: The Enterprise tier provides dedicated generation capacity and custom endpoints, plus an SLA-backed uptime guarantee. And Photoroom’s infrastructure scales instantly to handle peak seasonal volume without queuing delays.

    • Build in-house: Enforcing specific padding, background, and shadow rules for different marketplaces requires hardcoding complex formatting logic. This custom logic breaks easily when platforms update their image requirements.

    • Photoroom: Brand Library applies one visual standard to every generated variant at point of creation. You maintain strict visual consistency across third-party marketplaces and direct-to-consumer storefronts without manual review.

Decreased time to value
Testimonials

Trusted by the brands selling at first sight

3M+ social shares with a viral global campaign

"I would recommend Photoroom's solution to other marketers looking to leverage their brand identity to personalize the experience for users."

Cameron CurtisVP, Worldwide Digital Marketing, Warner Bros.
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Explore more Photoroom tools

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Product Staging
Drop your product into lifestyle scenes and seasonal contexts.
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Ghost Mannequin
Remove the mannequin or hanger automatically, so every garment looks worn, clean, and catalog-ready.
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Frequently asked questions

What types of source images does Photoroom's Flat Lay tool accept?

Photoroom's Flat Lay tool is designed for clothing and soft goods. You can start with almost any image of the garment as long as the details and shape are clear, including images from existing catalogs and photoshoots, and use Flat Lay to generate a clean top-down version of that visual. This flexibility helps catalog teams work with the assets they already have instead of spending resources scheduling new photoshoots every time.

Can I use the Flat Lay tool alongside other Photoroom apparel tools in the same workflow?

Yes, Flat Lay is designed to work alongside other tools in Photoroom. Create laid-flat garment images, then remove wrinkles with Ironing or create additional colorways with Recolor. You can build this workflow in the Batch interface to apply edits across multiple products at once. Together, these tools help apparel teams produce consistent catalog fashion photography without having to manage separate production workflows.

How does Photoroom solve the main bottlenecks in catalog-scale product photography?

Most catalog bottlenecks come from volume, consistency, and revision cycles. Teams need to create large numbers of images while maintaining the same visual standards for each one. Photoroom helps standardize image production at scale with AI product photography tools purpose-built for e‑commerce teams, including Flat Lay and Brand Kit. When garment shapes and details need to be adjusted, teams can use Product Fixer to make targeted refinements before publishing. Whether you’re standardizing supplier imagery or preparing a new collection, Photoroom’s tools make consistent, clean catalog creation faster across large inventories.

Does Photoroom's Flat Lay tool meet image requirements for Amazon and other marketplaces?

Yes, Flat Lay outputs are designed to support the clean, product-focused imagery commonly used across Amazon, Etsy, and other major marketplaces and e‑commerce platforms. Combined with Batch processing, Flat Lay helps teams maintain consistent image presentation between products and sales channels, reducing the need to create separate image-production workflows for different destinations. Then, sellers can generate alternative product images, apply consistent brand standards, and optimize each image for multiple marketplaces using the same workflow.

Does Photoroom support catalog-shot photography via the API?

Yes, Photoroom's API allows businesses to integrate image generation directly into existing workflows. Enterprise teams can connect image processing to product listing pipelines, onboarding systems, and content management platforms without having to dedicate resources building their own image-generation infrastructure. Photoroom’s API makes it possible to generate and standardize catalog imagery at scale while maintaining the same visual standards across thousands of images. For teams that need more than Ultra covers, or features like Visual Agents, Photoroom’s Enterprise API helps turn catalog production into a repeatable, automated process. Talk to sales.

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