Shoot once on white. Ship every channel.
Creative Product Shots API
Take a product shot on a clean studio background and ship N contextual environments from it. Edges relit, shadows regenerated, color cast matched. Built for batch ad creative.
Built on Runflow’s Reference Inpainting workflow. Live shortly. Drop your email above to get notified at launch.
How it works
No pipeline to build, no models to configure.
Send a product shot + environments
POST a product image (any background) plus one or more reference environment images.
AI rebuilds the scene
The pipeline segments the product, inpaints the new background using the reference for color palette, lighting direction, and mood, then relights product edges to match.
Get N variants for testing
Receive multiple variants per call, ready for A/B testing or multi-channel ad rollout.
Built for batch volume
Where AI Product Photography is one-shot, high-fidelity, and label-legible for marketing assets, Creative Product Shots is built for creative ops: high volume, multiple variants per call, A/B-ready, lower per-image price. Same workflow underneath, different unit economics.
Edge halos handled
Product shots taken on stark white have hard edges that betray the cut-out. The pipeline relights edges to match the new environment so the result reads as photographed in scene, not composited.
Shadow regeneration per environment
Each new environment has its own light source angle. The pipeline regenerates contact shadows to match, so the product grounds correctly in every variant.
Creative product shots for every batch workflow
When you need volume, this is the layer that delivers it. One source, every variant.
Ad creative ops
Multi-channel campaign rollout from one source asset. Drop in N environments per product, generate variant sets, ship to ad networks. The volume play.
Performance marketing
Performance teams need fast variant generation for A/B and creative testing. This API removes the shoot dependency from the test cycle.
Marketplace seller tools
Marketplace sellers want their listings to look like the brand pages above them. Background variation pulls them up to that bar at marketplace-tier pricing.
Catalog refresh cycles
Seasonal refresh, holiday rollout, regional variants. Run every SKU against every relevant environment and ship the matrix.
Your data stays yours
Images are processed in isolated environments with automatic cleanup. Zero data retention by default.
SOC 2 Type II compliant.
Frequently asked questions
Shoot once. Ship every variant.
Creative Product Shots is in private testing. Drop your email and we'll notify you at launch.
Browse live solutions