## Visual Diagnosis The prompt is too generic because it uses broad words like “luxury,” “cinematic,” and “premium” without giving clear composition, material, lighting, or color direction. It may produce the common glossy AI skincare look. ## Stronger Visual Direction Use a restrained clean-beauty product image with one clear bottle, soft stone texture, realistic reflections, controlled cream tones, and minimal props. The image should feel like a real campaign still, not an over-rendered AI luxury scene. ## Improved Prompt Create a realistic clean-beauty product photo of a single skincare serum bottle on a matte cream stone surface. Use soft diffused daylight from one side, gentle natural shadows, subtle glass reflection, restrained beige and pale peach color palette, minimal composition, clear product silhouette, and believable cosmetic packaging materials. Keep the scene quiet, polished, and commercially usable. Avoid fake text, fake logos, excessive gloss, random flowers, and overdramatic cinematic lighting. ## Short Prompt Version Realistic clean-beauty serum bottle on matte cream stone, soft side daylight, minimal beige palette, subtle glass reflections, clear product silhouette, no fake text or overdone luxury effects. ## Negative Prompt Fake label text, fake logo, watermark, excessive gloss, random flowers, harsh reflections, distorted bottle, overprocessed lighting, cluttered background, plastic-looking texture. ## Anti-Slop Rules - Use one product as the focal point. - Keep props minimal or absent. - Avoid fake branding. - Use believable material reflections. - Keep the palette restrained. - Do not add random luxury objects. - Avoid overly cinematic lighting. ## Final Recommendation Try the improved prompt first because it gives the image a more realistic commercial direction while avoiding the generic luxury AI look.