Reference image to ChatGPT prompt brief
Use PromptLens to read a reference image and turn it into prompt language you can adapt for ChatGPT image generation, edits, product visuals, and campaign creative.
Direct answer
Use PromptLens to turn a reference image into a structured ChatGPT prompt brief with visual facts, model-ready direction, negative constraints, and commercial review notes before you paste it into ChatGPT.
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.
Use this page when you have a product photo, ad reference, mood board, or still frame and want a reusable prompt brief for ChatGPT image generation or editing. PromptLens focuses on visual structure, lighting, subject, camera angle, and commercial intent before you paste into ChatGPT.
ChatGPT prompts work best when the request is explicit: describe the subject, desired transformation, style constraints, text/logo rules, aspect ratio, and what must not change. PromptLens gives you the reference teardown; you should still add brand, usage rights, and final output instructions.
Do not use reference images to copy protected logos, packaging, celebrity likeness, or trade dress. Use the output as creative direction for original assets, then review policy, claims, and platform rules 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 ChatGPT 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.
Use the reference image as visual direction. Create a clean ecommerce product image with the same subject category, soft studio lighting, crisp edges, natural shadows, neutral background, and no copied logos or packaging marks.
Generate a paid social visual inspired by this reference: strong focal subject, high contrast composition, room for headline copy, commercial lighting, brand-safe palette, realistic materials, and no misleading claims.
Edit the uploaded image while preserving the main product shape and camera angle. Improve lighting, simplify background, remove visual clutter, keep the subject realistic, and leave negative space for ecommerce layout.
No. PromptLens creates the prompt brief. Copy the output into ChatGPT and adjust model-specific settings, image attachments, or edit instructions there.
Add your brand rules, exact output size, whether the image should be generated or edited, and any protected text, logo, or packaging rules that must be avoided.
Use references only for broad composition and lighting lessons. Do not copy protected marks, packaging, characters, or distinctive trade dress.