When an AI product image looks good but the product changes shape between shots, the prompt often mixes fixed facts with creative directions. Separate the two before generating.
A reusable template
Product facts: [object], [material], [color], [distinctive features]. Match the supplied reference and preserve its proportions and visible labels.
Scene: Place it on [surface] in [environment]. Use [soft side light / daylight / another specified light], viewed from [camera angle]. Leave [position] clear for later layout.
Constraints: Do not add text, logos, extra components, or claims. Keep the product fully visible unless the shot is explicitly a close-up.
Test one variable at a time
Begin with a plain background. Once the object is recognizable, vary the surface or lighting while holding the product facts and camera angle constant. This makes it easier to tell whether the changes improve the scene.
Inspect the result
Compare the silhouette, cap or handle, materials, colors, and any label against the authorized source. Small lettering and exact product geometry can be unreliable; add final text separately and review every image before using it commercially. A generated scene is an illustration, not proof of a feature.
Prepared by the Jynno team. Jynno is an AI creative studio for image and video workflows.
Top comments (0)