Start with a controlled source image
Use the highest-quality product photo you are authorised to edit. A clean silhouette, visible material texture, readable packaging, and a stable camera angle give the generation process a stronger reference.
Avoid combining several different products or extreme compression in the first source. Create one controlled variation before testing a larger campaign direction.
- Protect the product shape and proportions
- Name any label, logo, colour, or hardware that must not change
- Describe the new setting, light direction, lens feel, and shadow softness
Choose the right editing path
Use Background Changer when the foreground product should stay central and only the environment needs to change. Use AI Photo Editor for a focused material, prop, reflection, or lighting update. Use Image to Image when you want a broader concept variation from the same composition.
Review before commercial use
Compare the result with the source at full size. Check geometry, label spelling, colour accuracy, reflections, contact shadows, and any regulated claims. Generative output can introduce small changes even when the prompt asks for preservation.
- Do not approve a product image from a thumbnail alone
- Keep the original file and the exact prompt for review
- Use human retouching when an exact SKU representation is required
Turn the guidance into a real result
Open the matching Image to Image AI Lab tool, start with the prompt structure above, and review the generated output before use.
Edit a product photo