Prepare product images for AI generation
Start with the reference that makes accuracy possible.
Better inputs do not remove the need for review, but a clear product reference gives the workflow more useful information to preserve.
A strong reference answers the visual questions early.
Show the product clearly, identify the details that cannot change, and describe the intended channel, scene, crop, and customer context before generating.
- Use a clear front reference
- Add back or detail views when needed
- Keep labels and packaging readable
- State the required product details
- Define the scene and crop
- Confirm source and usage rights
Questions about Prepare product images for AI generation
How many product images should I provide?
Use the clearest front reference first, then add back, side, detail, or packaging views when those details matter to the final output.
Can a better reference guarantee accuracy?
No. It improves the information available to the workflow, but every output still needs human product review before publishing.