Reference image to Gemini prompt workflow
PromptLens turns image references into structured prompt language you can adapt for Gemini visual reasoning, image generation planning, product shots, and campaign concepts.
Gemini users often need more than a caption. They need a structured visual brief: subject, context, materials, lighting, composition, constraints, and intended output. PromptLens creates that brief from the reference image first.
Copy the Campaign Brief or General output, then ask Gemini to analyze, transform, rewrite, or convert it into the exact model prompt you need. Add your target format, audience, policy constraints, and whether the result is for ecommerce, ads, or video.
Avoid asking any platform to duplicate protected images or make unsupported factual claims. For commercial use, keep references as inspiration and preserve a review step for rights, privacy, and ad policy.
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 gemini 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.
Analyze this reference image and extract the subject, composition, lighting, palette, material cues, camera angle, and commercial use case. Rewrite it as a clean prompt brief for original campaign visuals.
Create an original product visual direction inspired by this reference: clear main object, neutral backdrop, soft realistic light, premium surface details, ecommerce-safe composition, no copied text or protected brand marks.
Turn the visual reference into three ad creative angles: product hero, lifestyle context, and UGC-style still. Keep the core mood and color logic, but make each direction original and brand-safe.
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.
No. PromptLens prepares the image-to-prompt brief. You paste or adapt the prompt inside Gemini or another Google AI workflow.
It gives a repeatable prompt structure with commercial details, negative constraints, and copy-ready formats instead of relying on a one-off caption.
Yes. Use Marketing Visual mode and the Campaign Brief output to create ad concepts, then adjust claims, disclosures, and platform policy details before launch.