Review the product before you approve the scene.

The eight-point product check

1. Silhouette and proportionsCompare height, width, curves, openings, handles, caps, pumps, and package seams.
2. Logo and labelRead every visible word and inspect letterforms, symbol placement, line breaks, and small-print texture.
3. Color and materialCheck brand color, transparency, metal finish, surface texture, highlights, and reflections.
4. Count and accessoriesConfirm the number of products, lids, applicators, cables, inserts, and bundle components.
5. Edges and contactZoom into outlines, shadows, fingers, shelves, liquid boundaries, and points where objects meet.
6. Scale and perspectiveReject implausible size relationships or camera geometry that changes what the product appears to be.
7. People and identityWhen a model is present, review the face, hair, anatomy, hands, clothing continuity, pose, and product occlusion.
8. Claims and typographyKeep exact prices, dates, ingredients, discounts, and regulated claims in an editable layout layer and verify them separately.

Use the source and reference side by side

This pair comes from one completed workflow test. It is shown as review material, not as evidence of repeatability across a batch.

A simple acceptance record

For each variant, record the source ID, prompt or template, ratio, model reference if used, accepted or rejected status, and a short reason. Keep all variants during an evaluation so the result is not biased toward a single selected image.