Lifestyle product imagery, no studio booking
AI Product Photography API
Place a product SKU into a lifestyle scene without a real shoot. Kitchen, desk, bathroom shelf, hand-held. Wherever your buyer would see it, the API places it there with the label legible and the geometry exact.
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 clean product image and a scene
POST a product image (typically on white) plus a reference scene image or a scene prompt.
AI composites with lighting matched
The pipeline segments the product, generates or selects the scene, and inpaints with lighting, shadows, and reflections matched to the new environment.
Get lifestyle imagery
Receive the product placed in scene with label legibility and product geometry preserved. Ready for catalog, ad creative, or organic content.
Your real product, in any scene
A generic image generator hallucinates a product. The API segments your real product image, places it in the new scene, and matches lighting, shadows, and reflections to ground it. Your label stays legible. Your color stays accurate. Your geometry stays exact.
Reflective and transparent products handled
Glass, metal, screens, and transparent packaging are the failure case for vanilla scene-replacement. The pipeline regenerates reflections to match the new environment so the product reads as photographed in scene, not pasted in.
Replaces a $3K–$15K shoot
A real lifestyle shoot is studio booking, product styling, photographer fees, retoucher fees, and 2–4 week turnaround. The API delivers comparable assets in seconds at API pricing. Useful when reshoot economics don't work: smaller SKU sets, A/B variants, refresh cycles.
Product photography for every category
If your category lives on lifestyle context, this is the layer that delivers it without a shoot.
DTC home goods
Furniture, decor, kitchenware, bath. Lifestyle context is the buying-decision asset. Generate it without scheduling a shoot every refresh.
Beauty and skincare
Bathroom shelf, vanity, hand-held shots. Beauty buyers want to see the product in their context. The API delivers that without a styling team.
Food and beverage
Kitchen counter, table setting, lifestyle hand. Food brands need scene context for ad creative and listings. Reshoots are the bottleneck.
Tech and gadgets
Desk, hand-held, in-use scenes. Tech brands run heavy lifestyle imagery. The API removes the shoot dependency.
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
Lifestyle product imagery, no studio booking.
AI Product Photography is in private testing. Drop your email and we'll notify you at launch with onboarding credits.
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