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.
Use the page as a focused prompt workflow: read the reference, choose the right output, adapt it in the target tool, then run a commercial review before launch.
Use the reference image to identify the visible subject, scene, composition, lighting, camera angle, material cues, and constraints that matter for flux image to prompt. Keep the first pass grounded in what the image actually shows.
Choose the PromptLens output that fits the next job: General for quick drafts, Structured for reusable prompts, Negative for constraints, Video Motion for movement, Campaign Brief for team handoff, JSON for systems, and Alt Text for accessibility or SEO.
Paste the prompt into ChatGPT, Gemini, Flux, SDXL, Kling, Sora, Runway, Veo, or the workflow you already use. Add aspect ratio, duration, model settings, brand rules, and channel requirements there.
Check rights, likeness, protected logos, product claims, accessibility wording, ad policy, and brand safety before using the output in public or paid creative.
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
The same reference image can serve different jobs. Pick the output format by the next action, then keep the visible image evidence and review constraints attached to the prompt.
Use for a quick first draft when you need a clean prompt from the reference image before deciding on a model or channel.
Use for repeatable work because it separates subject, scene, camera, lighting, material, style, constraints, and commercial intent.
Use when the next model supports constraints or when the creative team needs a clear list of artifacts, copied assets, and policy risks to avoid.
Use for Kling, Sora, Veo, Runway, or similar tools when a still image needs camera movement, subject continuity, pacing, and motion guardrails.
Use when the output needs to move from a prompt writer to a marketer, designer, agency, client reviewer, or paid creative testing workflow.
Use JSON for automation or QA handoff, and use Alt Text when the same visual reading should support accessibility, SEO, or content operations.
Use this checklist before sending a prompt into production, paid media, product pages, client work, or a reusable automation path.
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.