E-commerce and online retail
Listing photos, lifestyle shots and seasonal variants without a studio booking.
SamImageGenerator ·
Online shops need more images than any other kind of business: a product on white, the same product in use, a lifestyle shot for the ad, a banner for the campaign, a square for the marketplace and a tall one for the story. A generator changes the economics of that list, because most of it is either an edit of one photo you already took or a scene you can describe.
What to generate and what to photograph
Photograph the product. Generate everything around it. A real photo is the only honest source for shape, colour, texture and finish, and no amount of prompt writing replaces it — but the white background, the room it sits in, the table it stands on and the seasonal banner behind it are all fair game.
| Asset | Best route |
|---|---|
| Catalogue shot on white | Photograph, then clean the background |
| Lifestyle or in-use shot | Edit the real photo into a described scene |
| Campaign banner background | Generate from text, place product on top |
| Social post variations | Generate several ratios from the same idea |
| Category header | Generate from text |
A workflow that scales
Shoot once, edit many times. One clean photo per product becomes a white-background listing image, two lifestyle scenes and a set of social crops — each one an edit, each one a single credit. The steps are in product photo cleanup and changing the scene.
For a catalogue of any size, the API turns the same routine into a script: send the photo and the instruction, get the finished image back, and repeat for every SKU. Shops that let customers visualise something — a print, a colour, a design — can also put the generator directly on the page with the embeddable widget.
The line to stay behind
Generated images must not misrepresent what the customer receives. Change the setting, the light and the framing; never the product itself. That single rule keeps the whole workflow on the right side of marketplace policy and consumer law, and it is the same rule a photographer works under.