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.
Direct answer
Use PromptLens to turn a reference image into a structured FLUX prompt brief with visual facts, model-ready direction, negative constraints, and commercial review notes before you paste it into FLUX.
Structured, General, JSON
Keep the reference facts separate from model-specific instructions.
Campaign brief, Negative, Alt Text
Review claims, likeness, logo, packaging, and rights before publishing.
Midjourney, SDXL / Flux, Video Motion, UI Brief
Pick only the formats that match the platform workflow and final asset.
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.
Workflow checklist
Use these checkpoints to keep the page useful for real ecommerce, ads, AI video, UI, or API handoff work.
Extract subject, composition, lighting, palette, material, crop, and visual constraints before adding style.
Do not let trend language replace concrete visual evidence from the image.
Convert the shared prompt pack into the FLUX instructions, aspect ratio, edit/generation mode, and negative constraints the workflow needs.
PromptLens writes the brief; platform settings and final generation still happen outside PromptLens.
Remove protected marks, copied packaging, unsupported claims, celebrity likeness, and competitor-specific assets.
Use references for direction and production notes, not for copying another asset.
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.