guides · Neurodance Insights
How do I fix a product label that AI changed in my ad?
Preserve a real product label by using a reference image, regenerating only the affected shot, or compositing the original product image.
Published by Neurodance Research ·
Short answer
Use the original product photo as a reference and keep the label area fixed. Regenerate only the affected shot or scene. If label fidelity still drifts, use the real product shot and add motion around it instead of regenerating the product itself.
Practical steps
- Start from the approved product image rather than a text-only description. - Limit the motion request to the environment, camera or surrounding scene. - Replace the product region with the approved asset if a required label remains unstable.
Keep in mind
Never publish a changed label, claim, ingredient list or price without brand and legal approval.