Ideal inputs
Upload one product reference and describe the scene, surface, camera viewpoint, scale, lighting, and the amount of surrounding context.
Place an uploaded product into a believable styled environment with matching perspective, scale, light, and shadow direction.
Upload one product reference and describe the scene, surface, camera viewpoint, scale, lighting, and the amount of surrounding context.
Choose a source with a clear silhouette and state which shape, label, color, or material must remain stable.
Give the location, surface, props, light direction, depth of field, and visual hierarchy around the product.
Review contact shadows, reflections, perspective, product proportions, and any props that compete with the subject.
GPT Image 2 creates a staged product-scene concept for campaign exploration and art direction.
The result is not a physically measured 3D placement. Product dimensions, reflections, packaging text, and shadow physics may need manual correction.
Staging adds a described environment and surrounding context; a white-background workflow focuses on a simpler studio presentation.
You can try, but reflections and contact shadows are difficult. Compare the result with the source before treating it as a product-accurate image.