What this page is for
Use this workflow when you have a reference image, product frame, ad still, or storyboard image and want to create AI video direction for Kling, Veo, Sora, Runway, or similar image-to-video models.
Reference frame to AI video direction
Image to video prompt
Convert a still image into video prompt language with camera movement, subject action, scene continuity, atmosphere, and commercial pacing.
What the prompt should capture
A useful video prompt should preserve the subject and scene while adding camera movement, motion timing, atmosphere, continuity, and constraints against warped objects, text artifacts, or unstable subject identity.
How to use it
Open the homepage tool, upload a frame, choose Product Shot or Marketing Visual mode, then copy Video Motion. Use it as the motion layer and combine it with model-specific settings in your video tool.
Workflow
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.
Step 1
Read the image first
Use the reference image to identify the visible subject, scene, composition, lighting, camera angle, material cues, and constraints that matter for image to video prompt. Keep the first pass grounded in what the image actually shows.
Step 2
Copy the matching output
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.
Step 3
Adapt for the target tool
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.
Step 4
Review before launch
Check rights, likeness, protected logos, product claims, accessibility wording, ad policy, and brand safety before using the output in public or paid creative.
Prompt examples
These are example structures. Use the homepage tool to generate a prompt from your own reference image.
Product reveal motion
slow dolly-in toward hero product, soft studio highlights moving across surface, clean commercial background, premium detail, stable object shape, 4 second product reveal, no text artifacts
Lifestyle ad motion
gentle handheld push-in, subject interacts naturally with product, warm room light, subtle parallax, authentic UGC feel, commercial pacing, stable face and hands
Cinematic brand frame
slow cinematic pan across scene, atmospheric light, smooth subject motion, preserve original composition and palette, high-end campaign film still, clean continuity, no warped geometry
Output format guide
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.
General
Use for a quick first draft when you need a clean prompt from the reference image before deciding on a model or channel.
Structured
Use for repeatable work because it separates subject, scene, camera, lighting, material, style, constraints, and commercial intent.
Negative
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.
Video Motion
Use for Kling, Sora, Veo, Runway, or similar tools when a still image needs camera movement, subject continuity, pacing, and motion guardrails.
Campaign Brief
Use when the output needs to move from a prompt writer to a marketer, designer, agency, client reviewer, or paid creative testing workflow.
JSON and Alt Text
Use JSON for automation or QA handoff, and use Alt Text when the same visual reading should support accessibility, SEO, or content operations.
Quality review
Use this checklist before sending a prompt into production, paid media, product pages, client work, or a reusable automation path.
- Image to video prompt should produce a prompt brief, not just a caption.
- The prompt separates subject, composition, lighting, style, constraints, and commercial context.
- The output avoids copying protected marks, packaging, faces, characters, or distinctive trade dress.
- The next step is clear: copy a prompt format, adapt it in the target model, and review before publishing.
- Repeated work should move into templates, saved briefs, teardown examples, or the Pro/API path once production gates are verified.
FAQ
Does this generate the video?
No. PromptLens generates the text direction. Paste the Video Motion output into Kling, Veo, Sora, Runway, or another AI video tool.
Can I use product photos for video prompts?
Yes. Product frames work well because the model has a clear subject, lighting direction, and background to preserve during motion.
Which images work best?
Use clear frames with one main subject, visible lighting, and enough background context for camera movement. Busy collages and tiny screenshots usually produce weaker video prompts.