Reference image to campaign visual
Turn a high-performing visual reference into prompt language for paid social, landing page heroes, offer tests, and campaign creative variants.
Use this workflow when a marketer, media buyer, or designer sees a reference image and needs to recreate the creative direction without copying the original asset. The goal is a prompt that captures layout, focal point, mood, and space for copy.
A strong ad creative prompt should include the hook image, composition, subject scale, contrast, brand-safe mood, scroll-stopping detail, background control, and optional negative space for headline, CTA, or offer text.
Open the homepage tool, upload an ad reference, choose Marketing Visual mode, and copy General, Structured, Midjourney, SDXL / Flux, Negative, Campaign Brief, JSON, or Alt Text output. Use the brief to create multiple variants for creative testing.
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 ad creative prompt from image. 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.
hero product in foreground, bold contrast, clean negative space for headline, bright commercial lighting, scroll-stopping ecommerce ad creative, realistic materials, brand-safe background
premium SaaS-style campaign visual, human subject using product, clear focal point, controlled background, confident lighting, conversion-focused composition, space for headline and CTA
authentic creator-style product moment, handheld framing, natural room light, relatable lifestyle context, clear product visibility, ad-ready composition, warm trustworthy mood
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.
Yes. The output is a prompt draft for generating visual variants. You still need to follow each ad platform policy and review claims, disclaimers, and rights.
The current page gives one structured draft per reference. Use the Campaign Brief output to manually create variant angles, and batch variants can become a paid feature later.
No. It speeds up reference teardown and first prompt drafts. A designer or marketer should still judge brand fit, offer clarity, and legal risk.