Keep the product accurate, change the set
The product is the reference, not a suggestion. Start with “preserve the product’s shape, color, material, label placement, and proportions.” Then describe the set: pedestal, backdrop, rim light, smoke, floor reflection, and negative space. If the model invents a different package, the image is not usable for a real listing.
Avoid asking for text inside the image. Text rendering is unreliable and marketplace rules often require a clean product image. Leave empty space and add the headline in your own design tool where you can control the font, size, and legal wording.
A Black Friday look that stays premium
Deep charcoal, warm gold, and a controlled red accent read as premium sale imagery without looking like a clearance bin. Use one strong light source and one rim light. Keep the background simple. A single product on a pedestal usually looks more expensive than a collage of five products and three props.
For a bundle, arrange duplicates in a neat grid and keep each unit identical. For beauty or food products, preserve the label and avoid adding condensation, flames, or smoke directly over the packaging. If the product has a transparent bottle, ask for a clean reflection instead of a busy background.
Check before you publish
Compare the generated image with the original product photo. Check the logo position, label text area, cap shape, color, and proportions. If the product has a trademark, do not add extra logos or claim an official partnership. The image should sell your product, not imply a brand endorsement you do not have.
Also check the crop for each placement: square for a marketplace listing, 4:5 for a feed post, 9:16 for a story, and 16:9 for a site hero. Generate one clean master image, then crop it consistently rather than generating a different product for every aspect ratio.