A product photo is two things: the product itself and the scene around it. In a traditional shoot both are captured at once, in the same light. With AI they separate: the product comes from you, the scene from the model. That separation explains both the power and the risk. Power: the same product in ten scenes in a day. Risk: the model tries to “improve” the product, and you show something the customer will not receive.
What to shoot first
AI does not rescue a bad reference. If you are shooting with a phone:
- Flat, shadowless light. Near a window, without direct sun.
- Plain background. White paper or a single-colour cloth; the model separates the product more easily.
- Several angles: front, side, detail (stitching, stones, texture).
- Labels and logos legible; you will compare against them later.
Two basic methods
Background replacement. The product is preserved pixel for pixel; only its surroundings are regenerated. This is the right method for the main e-commerce image: the product stays as it is. Free tools do this well enough for most products.
Regeneration. The product is redrawn by the model using the reference; fabric flow and light interaction look natural. Striking for ads and social — but the product is produced “approximately”. The checklist is mandatory here.
The rule is simple: method one on the sales page, method two for storytelling images. What the customer adds to the cart must be what they hold in their hands.
Where free tools suffice
One product, white background, a few social images: free tools are enough. The limits begin at:
- Applying the same scene style consistently across fifty products.
- Products such as modest fashion where fabric and cut must stay faithful.
- Reflective, fine-detail products such as jewellery and watches.
- Different sizes and crops for every platform.
At that point our product image service mixes the two methods per product and runs every image through the checklist. Examples by sector are on the work page; the prompts we use are in the prompt library.
Pre-delivery checklist
- 01Is the colour identical to the reference? (Put them side by side on screen.)
- 02Are logo, label and text legible and correct?
- 03Has the count of stitches, buttons, stones or holes changed?
- 04Are proportions right? (Models like to shorten necklaces and slim down shoes.)
- 05Is the shadow consistent with the surface the product sits on?
- 06Does the image share the light language of the other images on the sales page?
If any of the six is in doubt, the image is not published; it is regenerated. What makes AI production cheap is precisely that regeneration takes minutes.
The video side
The same references feed moving scenes; for the process and its failure points see creating product videos with AI.

