Prevent invented product features in AI scenes
By Drizzle team
2 min read
A generated scene can add a pocket, switch, label, or accessory that looks believable. Build a review list from the real item.
Write the invariants
List the count and position of the features that matter: pockets, buttons, ports, straps, or parts. Attach a source view for each one.
Ask for less motion
Use a fixed or modest camera move when construction is important. Complex interaction creates more chances for the item to change.
Make a pass decision
Compare the clip with the physical product or approved listing photos. Reject a visually attractive take when it promises a feature the buyer will not receive.
A worked example
A travel pouch has one outer zipper and two dividers. Write those counts into the brief, then place the real open-pouch photo next to the generated still. If animation adds a third sleeve, do not describe it as a harmless visual flourish; a buyer may expect it. Try a steadier camera or use the approved interior still instead.
Decision check
Keep the original product photo, approved facts, and intended placement beside the draft. Review the opening, the moment of movement or contact, and the final frame against the same SKU. If a visual claim cannot be verified, reduce the action or use the real photograph for that detail.