Quality checks
Keep Product Labels Readable in AI Creative
Generated imagery can distort lettering even when the overall scene looks convincing. If the label carries the product name, ingredients or other essential information, plan your creative so accuracy does not depend on generated text.
A practical approach
- Begin with a sharp real product image that you own or may use. Choose an angle where the label is not hidden by glare, a hand or a prop.
- Keep the requested movement modest when the label is important. Large rotations and extreme close-ups can make small changes in lettering much more noticeable.
- Use a separate, controlled text layer for the brand name or offer in your final editing tool. A generated label should never be the only place viewers can find a required product detail.
An example to adapt
Use this as a creative brief, then adjust it to your own subject and the controls available in your chosen tool.
A clean front-facing product bottle on a pale background. Soft even lighting, no props crossing the front, gentle camera push, the product stays upright with its front facing the viewer.
Before you publish
Pause several frames and compare every visible word with the source. If accuracy cannot be maintained, use a real pack shot as the final frame and use AI imagery for supporting atmosphere.
Try the idea in Carivio
Explore the studio, choose an available workflow and review the displayed settings and credit cost before creating. AI results can vary; check the output against your brief and use only reference material you have permission to use.
Explore this creative workflow →