Start with the shopper question
Examples include “Will it fit?”, “What is included?”, “How does it work?”, and “Where would I use it?”. The question gives the image a job before visual styling begins.
Choose a proof device
A dimension line, ingredient close-up, included-contents layout, material detail, or honest lifestyle context can make a claim visible. The device should clarify rather than decorate.
Keep the product identity stable
Reference-led generation still needs review. Packaging text, color, silhouette, accessories, and scale can drift, so compare them against the approved source.
Sequence the whole set
Move from recognition to differentiator, context, and confidence. Remove any image that repeats a job already completed by another page.