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E-commerce & Retail

AI media for e-commerce and retail. Turn one product image into a complete catalog of content.

Create product imagery, lifestyle visuals and video across your catalog without rebuilding the production process for every SKU.

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A sample of what teams in this industry make with each::labs

Trusted by teams building with AI

OpenAI
Google
ByteDance
Kling AI
Alibaba Cloud
Black Forest Labs
Mureka
xAI
MiniMax
Deepgram
Runway
PixVerse

Built for catalogs at scale.

  • Scale

    Create across your entire catalog.

    Run repeatable workflows across products instead of producing each image individually.

  • Accuracy

    Keep products accurate.

    Use product references throughout the workflow to maintain the product's visual identity.

  • Channels

    Create for every channel.

    Generate the formats and variations you need across product pages, campaigns and social.

What you can create. Input in, output out.

Explore all use cases

  • Product imagery

    Turn a product photo into polished product visuals.

  • Backgrounds

    Place products in new settings, seasons and campaigns.

  • Lifestyle imagery

    Show products in realistic environments.

  • Product video

    Turn still product imagery into short-form video.

  • Batch production

    Apply repeatable workflows across a catalog.

How it works. From product to content, across your whole catalog.

  • Style reference: a warm-toned office
    Reference · Style
  • Casting reference: a portrait with curly hair
    Reference · Casting
  • Product photo: a yellow disposable camera
    Product photo
  • Campaign shot: the model with the camera in the office
    Campaign shot
  1. 01

    Input.Start with your product image or reference.

  2. 02

    Build.Define the look, setting and output you need.

  3. 03

    Produce.Generate product imagery and variations across your catalog.

Built for retail workflows. Everything your catalog needs to go from product photo to published content, in one platform.

each::labs usage analytics

  • Create repeatable production pipelines across products.

    Build the look once and run it for every SKU.

  • Choose the capabilities that fit the visual output you need.

    Switch models without rebuilding your pipeline.

  • Connect image generation directly to your catalog or commerce platform.

    Generate content where your products already live.

  • Create product video alongside still imagery.

    Turn the same product into short-form video.

Who it’s for. Teams with more SKUs than photoshoots.

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  • Online stores

    Large catalogs that need regular visual updates.

  • Marketplace sellers

    Teams producing product content at volume.

  • Retail brands

    Brands creating catalog and campaign content.

Built for production.

From your first workflow to production at scale, each::labs gives your team the infrastructure and support to run AI media reliably.

Talk to an engineerView API docs
Requests moving to the fallback provider during a peak-time outage

  • Production workflows with routing and fallback, planned around your peak demand.

Questions retail teams ask

The short answers. For anything specific to your catalog, talk to the people who build the platform.

Talk to an engineerPlan your catalog with our team.

  • Yes. Build the workflow once, then run it across every product in your catalog through the API or in batches, with the same look applied to each SKU.

Talk to an engineerPlan your catalog with our team.

See what’s possible.

Ready to close the gap?

Bring the idea. Build the workflow. Produce the result.

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