Field guides for hero images, localization, compliance review, social commerce, and production economics.
A hero image first establishes what the product is, then earns the click.
A white-background image should be accurate, clear, and comparable—not a different product.
Localization covers language, units, context, and reading habits together.
AI checks can surface risks early but do not replace marketplace review or legal judgment.
Give each image one clear job and let the full set build the case.
In a dense comparison flow, clarity usually beats complexity.
Product cards and video should reinforce the same message and visual memory.
AI is useful for expansion and localization; photography establishes the truthful base. They can work together.