Accuracy workflow
How to keep product labels accurate in AI-generated images.
Do not solve label accuracy with a longer prompt. Solve it with verified artwork, controlled geometry, compositing, retouching, and a final approval gate.
Source of truth
Collect the real packaging before generating the scene.
Request print-ready label artwork, a complete angle set, product dimensions, material references, and a list of text or claims that cannot change. Mark each detail as locked before creative work begins.
Production method
Build the scene, then restore exact packaging.
- Choose a generated base with correct silhouette and perspective
- Correct cap, pump, edge, and material geometry
- Composite supplied label artwork in perspective
- Match curvature, reflections, texture, shadows, and occlusion
- Compare the finished product against the reference at full size
Approval
Separate a visual quality check from a claims check.
The studio checks realism, product shape, label placement, material finish, and channel fit. The brand checks claims, dosage, certification, legal copy, and category compliance. Both approvals are required before publication.
Ready to improve your visuals?
Tell us what needs to launch, test, or refresh next.
We reply within one business day with the clearest next step. Need a lighter route? Try the free sample or view the Character Prompt Pack.