Reference image to Flux / SDXL prompt
Use PromptLens to convert reference images into structured prompts for FLUX, SDXL, and similar image models, with commercial details that generic captions usually miss.
Image models respond better when prompts separate the subject, scene, materials, lighting, camera, style, quality bar, and negative constraints. PromptLens turns a visual reference into those parts so the output is easier to edit and test.
Start with the SDXL / Flux format in the homepage tool. It keeps the prompt compact, adds render-friendly visual cues, and includes negative prompt ideas for text artifacts, warped shapes, duplicated objects, and messy backgrounds.
Flux-style prompts are useful for product shots, campaign backgrounds, concept art, landing page images, and visual variants. For client or marketplace work, preserve originality and review rights before publishing.
These are example structures. Use the homepage tool to generate a prompt from your own reference image.
premium product photography, main object centered, clean matte surface, soft diffused studio light, crisp material texture, subtle shadow, controlled neutral background, commercial ecommerce composition, no logo imitation
brand-safe campaign background inspired by the reference palette, clean focal area, high contrast but natural lighting, room for headline, realistic textures, no readable fake text, no distorted objects
blurry, low detail, warped geometry, duplicated product, messy background, fake logo, unreadable text, distorted hands, oversaturated color, unrealistic material reflections
Use SDXL / Flux first, then copy the Negative output if your generation interface supports negative prompts or separate constraints.
No. PromptLens prepares the prompt from your image. Paste the result into your Flux-compatible image generation tool.
Yes. Product Shot mode is built for ecommerce visuals, marketplace images, and catalog refresh concepts.