Japanese Beauty Magazine Cover — AI Prompt for Sora 2

Create a stunning, realistic Japanese beauty magazine cover featuring a model, masthead, and stylish headline text for editorial or creative projects. Use it as a Concept Art starting point for GPT Image 2: keep the visual structure and style constraints intact, then swap in your own subject, brand, or scene.

This prompt is organized as structured JSON with fields such as type, color palette, subject, and layout. Keeping that hierarchy helps the model separate the subject, layout, interface elements, and detail constraints.

Start with small changes to subject, scene, camera, and color, then generate a few variations to compare composition and detail without turning the page copy into keyword stuffing.