Write a product image brief that can be revised
A practical way to separate product facts, composition and lighting before you ask for an image.
A useful image prompt is a short production brief. It tells a tool what must remain true, what should change and how you will judge the result. A long list of style words cannot replace those decisions.
Review the model settings and credit quote, then confirm generation when your account and the service are ready. The cover is an illustrative example, not evidence that the prompt below produced it.
Start with the product facts
Write down the object's material, shape, color and identifying details. Separate facts visible in a reference from details you are asking the model to invent. For a real product listing, a plausible but inaccurate label or extra accessory can make an attractive image unusable.
Use references you have permission to use. Crop away private information and unrelated objects before selecting a local reference. A cleaner input makes your intention easier to evaluate later.
Describe the frame before the style
Choose the camera angle and the amount of space around the product. “Front three-quarter view, product in the lower-right third, empty space on the left for a headline” gives a reviewer concrete criteria. “Premium and stunning” does not specify a composition.
Then describe the surface, background and light. Keep these instructions compatible: a soft overcast window and a sharp midday shadow describe different lighting setups. Pick the one that serves the image.
An editable prompt example
A matte ivory ceramic cup with a broad handle, on a warm gray tabletop. Front three-quarter view at cup height. Soft window light from the left, gentle shadow to the right. Keep the cup's proportions and handle shape consistent with the reference. Plain background with empty space above the cup. No added lettering or accessories.
Treat this as a draft, not a guaranteed recipe. If there is no reference, remove the sentence that refers to one. If you need text, plan to inspect every letter and consider adding final typography in a design tool.
Change one decision at a time
For a later comparison, keep the product facts fixed and vary only the background, angle or light. Record the exact prompt, chosen model and controls alongside each result. Changing all of them together makes it difficult to learn what helped.
Review geometry, labels, reflections and shadows before judging the overall mood. Check the image at the size where it will be used; small errors often become visible in a product detail view. Do not treat visual plausibility as proof of product accuracy.
Prepare a product-image draft. Review the model settings and credit quote, then confirm generation when your account and the service are ready.