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awesome-image-to-video-prompts

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Image-to-video prompts, AI photo animation workflows, product video examples, camera movement templates and Cliprise creative resources.

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# Awesome Image-to-Video Prompts, AI Photo Animation Workflows and Motion-First Video Templates

A practical, research-informed and SEO-friendly GitHub resource for **image-to-video prompts**, **AI image-to-video workflows**, **photo-to-video prompts**, **AI photo animation prompts**, **image animation prompts**, **AI video from image workflows**, **AI product video prompts**, **AI video ad prompts**, **AI social video prompts**, **AI camera movement prompts**, **source image preparation**, and production-ready motion-first prompt systems.

This repository is built for creators, marketers, agencies, e-commerce teams, YouTubers, TikTok creators, designers, product teams, musicians, educators and founders who want to turn still images into useful AI videos without wasting credits on random motion artifacts.

> This is an independent educational prompt and workflow resource connected to the Cliprise creative workflow ecosystem. It is not an official Runway, OpenAI, Google, Veo, Sora, Kling, Seedance, Luma, Pika, Hailuo, Wan, or model provider repository. For actual multi-model AI image generation, image-to-video workflows, editing, upscaling and creative production tools, visit [Cliprise](https://www.cliprise.app/).

---

## Quick links

| Goal | Cliprise resource |
|---|---|
| Generate AI videos from images | [AI Video Generator](https://www.cliprise.app/features/ai-video-generator) |
| Learn image-to-video workflow | [Image-to-video Workflow Guide](https://www.cliprise.app/learn/guides/getting-started/image-to-video-workflow-complete-cliprise-guide) |
| Create source images | [AI Image Generator](https://www.cliprise.app/features/ai-image-generator) |
| Create AI art source frames | [AI Art Generator](https://www.cliprise.app/features/ai-art-generator) |
| Edit source images | [Pro Image Editor](https://www.cliprise.app/features/pro-image-editor) |
| Remove backgrounds | [AI Background Remover](https://www.cliprise.app/features/ai-background-remover) |
| Upscale final assets | [Universal Upscaler](https://www.cliprise.app/features/universal-upscaler) |
| Compare models | [Cliprise Models](https://www.cliprise.app/models) |
| Learn prompting | [Cliprise Learn](https://www.cliprise.app/learn) |
| Check credits and plans | [Cliprise Pricing](https://www.cliprise.app/pricing) |
| Use free creative utilities | [Cliprise Free Tools](https://www.cliprise.app/free-tools) |

---

## Related Cliprise GitHub resources

- [Best AI video generator resources](https://github.com/cliprise/best-ai-video-generator-resources) - comparison frameworks, cost signals, and workflow starters for AI video generation.
- [Awesome AI video generator prompts](https://github.com/cliprise/awesome-ai-video-generator-prompts) - prompt systems for text-to-video and multi-step video workflows.
- [Awesome AI product video prompts](https://github.com/cliprise/awesome-ai-product-video-prompts) - demo, PDP, and e-commerce video oriented prompts.
- [Awesome AI video ads prompts](https://github.com/cliprise/awesome-ai-video-ads-prompts) - paid social and performance video ad prompt structures.
- [Awesome AI music video prompts](https://github.com/cliprise/awesome-ai-music-video-prompts) - visualizers, lyric-forward motion, and release creative prompts.

## What this repository is

This repository is a practical prompt and workflow library for users searching for:

- image-to-video prompts
- image to video AI prompts
- AI image to video prompts
- photo to video AI prompts
- AI photo animation prompts
- animate image with AI
- AI video from image
- image-to-video workflow
- image-to-video prompt guide
- camera movement prompts
- AI motion prompts
- AI product video prompts
- product image to video prompts
- UGC video prompts from image
- AI video ad prompts
- AI art to video prompts
- AI character animation prompts
- first frame video generation
- source frame to video workflow
- one image to multiple videos
- AI video source image preparation

The goal is not to list random prompts. The goal is to teach a repeatable image-to-video production system:

```text
Source image -> image QA -> motion prompt -> camera prompt -> generation -> review -> variation -> upscale/export
```

---

## Research notes behind this repository

This README is based on official video prompting documentation, Cliprise workflow content and public AI video production patterns.

### Runway image-to-video prompt guidance

Runway’s Image-to-Video guide explains that the uploaded image defines composition, subject matter, lighting and style. The text prompt should describe what happens in the video, especially motion, camera work and temporal progression.

Useful references:

- https://help.runwayml.com/hc/en-us/articles/48324313115155
- https://academy.runwayml.com/image-to-video-guide
- https://help.runwayml.com/hc/en-us/articles/39789879462419-Gen-4-Video-Prompting-Guide

### OpenAI Sora guidance

OpenAI’s Sora help content recommends being specific, iterating, and describing timing or beats when needed. It also distinguishes still images used as inspiration or later image-to-video inputs from text-only prompt workflows.

Useful references:

- https://help.openai.com/en/articles/12460853
- https://help.openai.com/en/articles/9957612-generating-videos-on-sora

### Google Veo guidance

Google’s Veo prompt documentation explains video prompt anatomy through elements such as subject, action, scene, audio, cinematic terms and negative prompts. Vertex AI documentation also describes Veo workflows from text prompts, image prompts and first/last frame controls.

Useful references:

- https://docs.cloud.google.com/vertex-ai/generative-ai/docs/video/video-gen-prompt-guide
- https://cloud.google.com/vertex-ai/generative-ai/docs/video/overview

### Cliprise workflow context

Cliprise’s image-to-video guide emphasizes that image-to-video can start strong but may degrade into motion artifacts if the source image, model choice and motion prompt are not planned carefully. This repository expands that idea into reusable prompt systems.

Useful Cliprise references:

- https://www.cliprise.app/learn/guides/getting-started/image-to-video-workflow-complete-cliprise-guide
- https://www.cliprise.app/features/ai-video-generator
- https://www.cliprise.app/learn/guides/best-practices/image-reference-upload-ai-video-consistency
- https://www.cliprise.app/learn/workflows/marketing/one-image-multiple-videos

---

## Core principle: image-to-video is motion prompting

In text-to-video, you describe the whole scene.

In image-to-video, the image already gives the model:

- subject
- composition
- color palette
- lighting
- framing
- style
- background
- visual hierarchy
- mood

So the prompt should focus on:

- camera movement
- subject motion
- environmental motion
- timing
- direction
- speed
- what must stay stable
- what must not change

Bad prompt:

```text
A beautiful product on a table, cinematic, high quality, realistic, premium, amazing.
```

Better prompt:

```text
Using the uploaded product image as the exact visual reference, create a 7-second vertical video. Preserve the product shape, color, label placement and camera angle. Camera: slow left-to-right dolly with a gentle push-in at the end. Motion: soft highlight sweep across the product and subtle background parallax. The product itself stays rigid and accurate. No text, no logo distortion, no extra products, no flicker.
```

---

## Image-to-video prompt formula

Use this structure for most image-to-video workflows:

```text
Using the uploaded image as the exact visual reference, create a [duration]-second [aspect ratio] video.
Preserve [subject identity / product shape / composition / style / lighting].
Camera: [one primary camera movement].
Subject motion: [what the main subject does].
Scene motion: [environmental motion].
Lighting: [preserve or modify lighting].
Final beat: [how the clip ends].
Restrictions: [what must not happen].
```

Example:

```text
Using the uploaded product image as the exact visual reference, create a 7-second vertical product ad.
Preserve the exact product shape, color, label placement, packaging and camera angle.
Camera: slow left-to-right dolly with a gentle push-in at the end.
Subject motion: the product remains rigid and stable.
Scene motion: subtle highlight movement across the product surface and soft background parallax.
Lighting: preserve the source lighting and add a premium studio reflection.
Final beat: product centered in a clean hero frame.
Restrictions: no text, no logo distortion, no extra products, no shape changes, no flicker.
```

---

## The 5-part image-to-video prompt

For most practical clips, keep it this simple:

```text
1. Preserve what matters.
2. Move the camera.
3. Move only one or two scene elements.
4. End on a clear final beat.
5. Block common artifacts.
```

Template:

```text
Preserve [important details].
Camera: [movement].
Motion: [one or two controlled motion elements].
Final beat: [ending frame].
Avoid [failure modes].
```

Example:

```text
Preserve the product shape, label and lighting. Camera: slow push-in. Motion: soft steam rises and background lights move slightly. Final beat: product centered in a hero frame. Avoid text, logo distortion, shape changes and flicker.
```

---

## Source image preparation checklist

A weak source image usually becomes a weak video.

Before uploading an image, check:

- clear main subject
- stable composition
- clean edges
- good lighting
- simple background
- enough depth for motion
- no fake text
- no tiny unreadable labels
- no distorted hands
- no broken faces
- no blurry product edges
- no low-quality compression
- no oversharpened artifacts
- no confusing motion blur
- no clashing shadows
- aspect ratio close to final output

Useful Cliprise tools:

- [AI Image Generator](https://www.cliprise.app/features/ai-image-generator)
- [AI Art Generator](https://www.cliprise.app/features/ai-art-generator)
- [Pro Image Editor](https://www.cliprise.app/features/pro-image-editor)
- [AI Background Remover](https://www.cliprise.app/features/ai-background-remover)
- [Universal Upscaler](https://www.cliprise.app/features/universal-upscaler)

---

## When image-to-video works best

### Strong use cases

- product videos
- e-commerce product ads
- social media clips
- image-to-video ad variations
- AI art animation
- album cover motion
- fashion lookbook clips
- real estate teaser videos
- restaurant food videos
- app promo clips
- SaaS hero videos
- UGC-style product clips
- cinematic establishing shots
- thumbnail-to-video motion
- simple character animation
- source frame to campaign workflow
- one image to multiple videos

### Riskier use cases

- long action sequences
- complex crowds
- detailed hand manipulation
- exact lip sync
- small readable text
- complex object physics
- multi-character choreography
- changing clothing or identity
- product labels that must stay perfect
- long-form videos in one generation
- official-looking documents or claims
- misleading realism
- celebrity or likeness workflows without rights

---

## Recommended Cliprise learning path

### 1. Start with image-to-video fundamentals

- [Image-to-video Workflow Guide](https://www.cliprise.app/learn/guides/getting-started/image-to-video-workflow-complete-cliprise-guide)
- [From Image to Motion](https://www.cliprise.app/learn/guides/advanced/image-to-motion)
- [Image Reference Upload](https://www.cliprise.app/learn/guides/best-practices/image-reference-upload-ai-video-consistency)
- [Image-to-Video vs Text-to-Video](https://www.cliprise.app/learn/comparisons/features/image-to-video-vs-text-to-video-workflow-comparison)

### 2. Generate better source images

- [AI Image Generator](https://www.cliprise.app/features/ai-image-generator)
- [AI Image Generation 2026](https://www.cliprise.app/learn/guides/getting-started/ai-image-generation-complete-guide-2026)
- [How to Create AI Images](https://www.cliprise.app/learn/guides/getting-started/how-to-create-ai-images-complete-guide)
- [AI Product Photos](https://www.cliprise.app/learn/guides/getting-started/ai-product-photos-ecommerce-complete-guide)

### 3. Learn AI video generation

- [AI Video Generator](https://www.cliprise.app/features/ai-video-generator)
- [AI Video Generation 2026](https://www.cliprise.app/learn/guides/getting-started/ai-video-generation-complete-guide-2026)
- [How to Generate AI Video](https://www.cliprise.app/learn/guides/getting-started/how-to-generate-ai-video-complete-guide)
- [Best AI Video Generator 2026](https://www.cliprise.app/learn/comparisons/features/best-ai-video-generator-2026-complete-comparison)

### 4. Improve motion and camera control

- [Perfect Prompts](https://www.cliprise.app/learn/guides/best-practices/perfect-prompts)
- [Motion Control Mastery](https://www.cliprise.app/learn/guides/best-practices/motion-control-mastery-camera-angles-ai-video)
- [Prompt Length Optimization](https://www.cliprise.app/learn/guides/best-practices/prompt-length-optimization-short-vs-long-prompts)
- [Video Duration Limits](https://www.cliprise.app/learn/guides/best-practices/video-duration-limits-5s-10s-15s)
- [Frame Rate in AI Video](https://www.cliprise.app/learn/guides/best-practices/frame-rate-ai-video-24fps-30fps-60fps)

### 5. Turn winning images into campaigns

- [One Image, Multiple Videos](https://www.cliprise.app/learn/workflows/marketing/one-image-multiple-videos)
- [Prompt to Campaign Workflow](https://www.cliprise.app/learn/workflows/marketing/prompt-to-campaign-workflow)
- [How to Chain AI Image, Video and Upscaling](https://www.cliprise.app/learn/workflows/marketing/chaining-image-video-upscaling)
- [AI Video Ads](https://www.cliprise.app/learn/workflows/marketing/ai-video-ads-complete-guide)

---

## Cliprise model pages useful for image-to-video workflows

### AI video models

- [Seedance 2.0](https://www.cliprise.app/models/seedance-2-0)
- [Seedance 1.5 Pro](https://www.cliprise.app/models/seedance-1-5-pro)
- [Sora 2](https://www.cliprise.app/models/sora-2)
- [Sora 2 Turbo](https://www.cliprise.app/models/sora-2-turbo)
- [Sora 2 Pro Storyboard](https://www.cliprise.app/models/sora-2-pro-storyboard)
- [Veo 3](https://www.cliprise.app/models/veo-3)
- [Veo 3.1 Fast](https://www.cliprise.app/models/veo-3-1-fast)
- [Veo 3.1 Quality](https://www.cliprise.app/models/veo-3-1-quality)
- [Kling 3.0](https://www.cliprise.app/models/kling-3-0)
- [Kling 2.6](https://www.cliprise.app/models/kling-2-6)
- [Kling 2.6 Motion Control](https://www.cliprise.app/models/kling-2-6-motion-control)
- [Kling 2.5 Turbo](https://www.cliprise.app/models/kling-2-5-turbo)
- [Runway Gen-4 Turbo](https://www.cliprise.app/models/runway-gen4-turbo)
- [Runway Aleph](https://www.cliprise.app/models/runway-aleph)
- [Hailuo 02](https://www.cliprise.app/models/hailuo-02)
- [Hailuo 2.3](https://www.cliprise.app/models/hailuo-2-3)
- [Wan 2.5](https://www.cliprise.app/models/wan-2-5)
- [Wan 2.6](https://www.cliprise.app/models/wan-2-6)
- [Wan Animate](https://www.cliprise.app/models/wan-animate)
- [Luma Modify](https://www.cliprise.app/models/luma-modify)

### AI image models for source frames

- [GPT Image 1.5](https://www.cliprise.app/models/gpt-image-1-5)
- [4o Image](https://www.cliprise.app/models/4o-image)
- [Google Imagen 4](https://www.cliprise.app/models/google-imagen-4)
- [Nano Banana Pro](https://www.cliprise.app/models/nano-banana-pro)
- [Nano Banana 2](https://www.cliprise.app/models/nano-banana-2)
- [Seedream 5.0 Lite](https://www.cliprise.app/models/seedream-5-0-lite)
- [Seedream 4.5](https://www.cliprise.app/models/seedream-4-5)
- [Flux 2](https://www.cliprise.app/models/flux-2)
- [Flux Kontext](https://www.cliprise.app/models/flux-kontext)
- [Midjourney](https://www.cliprise.app/models/midjourney)
- [Qwen Image](https://www.cliprise.app/models/qwen-image)
- [Qwen Image Edit](https://www.cliprise.app/models/qwen-image-edit)
- [Ideogram Character](https://www.cliprise.app/models/ideogram-character)

### Finishing and utility models

- [Topaz Video Upscaler](https://www.cliprise.app/models/topaz-video-upscaler)
- [Topaz Image Upscale](https://www.cliprise.app/models/topaz-image-upscale)
- [Recraft Remove BG](https://www.cliprise.app/models/recraft-remove-bg)
- [Recraft Crisp Upscale](https://www.cliprise.app/models/recraft-crisp-upscale)

---

## Prompt library

These prompts are original starting points. Adapt them to your source image, model, platform and use case.

---

### 1. Product image to video ad

```text
Using the uploaded product image as the exact visual reference, create a 7-second vertical product ad.
Preserve the exact product shape, color, label placement, packaging and camera angle.
Camera: slow left-to-right dolly with a gentle push-in at the end.
Subject motion: the product remains rigid and accurate.
Scene motion: soft highlight movement across the product surface and subtle background parallax.
Lighting: preserve the source lighting and add a premium studio reflection.
Final beat: product centered in a clean hero frame.
Restrictions: no text, no logo distortion, no extra products, no shape changes, no flicker.
```

Best for:

- Shopify product videos
- Amazon-style product motion
- paid social ads
- website hero videos
- product page clips

Related Cliprise resources:

- [AI Product Photos](https://www.cliprise.app/learn/guides/getting-started/ai-product-photos-ecommerce-complete-guide)
- [AI Video Ads](https://www.cliprise.app/learn/workflows/marketing/ai-video-ads-complete-guide)
- [One Image, Multiple Videos](https://www.cliprise.app/learn/workflows/marketing/one-image-multiple-videos)

---

### 2. AI art to cinematic video

```text
Using the uploaded artwork as the exact visual reference, create an 8-second cinematic animation.
Preserve the composition, main subject, color palette and art style.
Camera: slow push-in with subtle parallax.
Subject motion: the main subject remains stable and expressive.
Scene motion: clouds drift gently, light particles move slowly, fabric or hair moves naturally if present.
Lighting: preserve original lighting direction.
Final beat: artwork holds in a polished hero frame.
Restrictions: no style change, no face distortion, no extra characters, no text, no flicker.
```

Best for:

- AI art animation
- album covers
- fantasy visualizers
- social loops
- cinematic promo clips

Related Cliprise resources:

- [AI Art Generator](https://www.cliprise.app/features/ai-art-generator)
- [AI Album Art Workflow](https://www.cliprise.app/learn/workflows/marketing/ai-album-art-midjourney-flux-ideogram-workflow)
- [AI Video Generator](https://www.cliprise.app/features/ai-video-generator)

---

### 3. Portrait image to talking-style video

```text
Using the uploaded portrait as the exact identity reference, create a 6-second professional talking-style video.
Preserve the face structure, hairstyle, outfit, age, skin tone and overall identity.
Camera: stable medium close-up, eye-level framing.
Subject motion: subtle natural head movement, one gentle blink, slight friendly expression change.
Scene motion: background remains still.
Lighting: preserve the original soft lighting and natural skin tones.
Final beat: subject holds a calm friendly expression.
Restrictions: no face warping, no identity change, no extra people, no distorted mouth, no unnatural blinking.
```

Best for:

- founder intro clips
- avatar concepts
- profile motion
- course videos
- business presenter tests

Related Cliprise resources:

- [AI Avatar Video Generator](https://www.cliprise.app/learn/guides/getting-started/ai-avatar-video-generator-complete-guide-2026)
- [AI Talking Head Video](https://www.cliprise.app/learn/workflows/professional/ai-talking-head-video-youtube-online-courses)
- [AI Avatar vs Real Person](https://www.cliprise.app/learn/workflows/professional/ai-avatar-vs-real-person-business-video)

---

### 4. Fashion image to lookbook clip

```text
Using the uploaded fashion image as the exact visual reference, create a 7-second vertical lookbook video.
Preserve the model identity, outfit design, fabric texture, pose and color palette.
Camera: smooth forward glide with slight side parallax.
Subject motion: model turns slightly toward camera and fabric moves gently.
Scene motion: background remains stable with subtle depth.
Lighting: preserve the soft daylight and clean shadows.
Final beat: model holds a premium editorial hero pose.
Restrictions: no changed clothing details, no face distortion, no warped hands, no extra people.
```

Best for:

- fashion brands
- apparel e-commerce
- lookbook campaigns
- TikTok fashion clips
- Instagram Reels

Related Cliprise resources:

- [AI Fashion Photography Workflows](https://www.cliprise.app/learn/workflows/ecommerce/ai-fashion-photography-workflows)
- [Fashion Brand Lookbooks](https://www.cliprise.app/learn/workflows/ecommerce/fashion-brand-lookbooks-ai-video-image-pipeline)
- [AI Clothing Visualization](https://www.cliprise.app/learn/workflows/ecommerce/ai-clothing-visualization-products-on-models-without-photoshoot)

---

### 5. Food image to restaurant video

```text
Using the uploaded food image as the exact visual reference, create a 6-second vertical restaurant video.
Preserve the dish, plate, portion size, composition and food texture.
Camera: macro close-up with a slow push-in.
Subject motion: food remains structurally stable.
Scene motion: steam rises gently, sauce glistens subtly, background light shifts slightly.
Lighting: preserve warm restaurant lighting and shallow depth of field.
Final beat: dish remains centered and appetizing.
Restrictions: no fake ingredients, no distorted food, no extra fingers, no unnatural steam, no melting objects.
```

Best for:

- restaurant ads
- menu clips
- food delivery videos
- local business Reels
- hospitality campaigns

Related Cliprise resources:

- [AI Video for Restaurant Social Media](https://www.cliprise.app/learn/workflows/ecommerce/ai-video-restaurant-social-media)
- [Restaurant Menu Photography](https://www.cliprise.app/learn/workflows/ecommerce/restaurant-menu-photography-ai-generated-food-images-sell)
- [AI Product Photography Workflow](https://www.cliprise.app/learn/workflows/ecommerce/ai-product-photography-complete-guide)

---

### 6. Real estate image to property teaser

```text
Using the uploaded real estate image as the exact architecture reference, create a 10-second horizontal property teaser.
Preserve the building structure, windows, doors, roofline, walls, driveway and perspective.
Camera: smooth drone-like forward glide toward the entrance.
Subject motion: house remains stable and geometrically accurate.
Scene motion: trees move slightly in the wind, sunlight shifts gently, subtle atmospheric depth.
Lighting: preserve golden hour warmth and natural reflections.
Final beat: camera stops on the front entrance.
Restrictions: no warped windows, no distorted walls, no changing layout, no floating objects, no text.
```

Best for:

- real estate listings
- property ads
- architecture previews
- rental marketing
- website hero videos

Related Cliprise resources:

- [AI Real Estate Photo Editing and Video](https://www.cliprise.app/learn/guides/getting-started/ai-real-estate-photos-video-complete-guide-2026)
- [Architecture AI Workflow](https://www.cliprise.app/learn/workflows/professional/architecture-visualization-ai-sketch-photorealistic-render)
- [Interior Design AI Workflow](https://www.cliprise.app/learn/workflows/professional/interior-design-ai-workflow-transform-spaces-minutes)

---

### 7. App screenshot to promo video

```text
Using the uploaded app screenshot or mockup as the visual reference, create an 8-second vertical app promo video.
Preserve the phone shape, screen layout, color palette and overall UI structure.
Camera: slow orbit around the phone, then gentle zoom into the screen.
Subject motion: phone stays stable.
Scene motion: abstract UI cards slide smoothly without readable text changes.
Lighting: clean modern tech lighting with cyan and violet reflections.
Final beat: phone centered with a clean dashboard glow.
Restrictions: no unreadable fake paragraphs, no distorted screen, no real brand logos, no flicker, no random buttons.
```

Best for:

- SaaS app promos
- mobile app ads
- landing page visuals
- app store creative testing
- social campaigns

Related Cliprise resources:

- [AI Video for Marketing](https://www.cliprise.app/learn/workflows/marketing/ai-video-for-marketing-complete-guide)
- [Mobile AI Content Creation](https://www.cliprise.app/learn/guides/getting-started/mobile-ai-content-creation-complete-guide-2026)
- [AI Explainer Video Workflow](https://www.cliprise.app/learn/workflows/marketing/ai-explainer-video-workflow-script-voice-video-cliprise)

---

### 8. Thumbnail image to motion hook

```text
Using the uploaded thumbnail image as the exact visual reference, create a 5-second vertical motion hook.
Preserve the main subject, colors, composition and focal point.
Camera: fast but smooth push-in during the first two seconds, then hold.
Subject motion: main object glows subtly or reacts once.
Scene motion: background particles move slightly.
Lighting: increase dramatic contrast while preserving the original style.
Final beat: subject holds in a high-impact frame.
Restrictions: no generated text changes, no distorted subject, no extra objects, no flicker.
```

Best for:

- YouTube Shorts
- TikTok hooks
- Instagram Reels
- podcast teaser clips
- thumbnail animation

Related Cliprise resources:

- [AI Thumbnail Generator](https://www.cliprise.app/learn/guides/getting-started/ai-thumbnail-generator-complete-guide-2026)
- [AI YouTube Thumbnail Generator](https://www.cliprise.app/learn/guides/getting-started/ai-youtube-thumbnail-generator-guide-2026)
- [YouTube Thumbnail Workflow](https://www.cliprise.app/learn/workflows/marketing/youtube-thumbnail-workflow)

---

### 9. Album cover to music visualizer

```text
Using the uploaded album cover as the exact artwork reference, create a 10-second music visualizer loop.
Preserve the composition, artwork style, subject, colors and central symbol.
Camera: slow push-in with subtle parallax.
Subject motion: central symbol pulses gently.
Scene motion: background light particles move slowly and rhythmically.
Lighting: preserve original mood and color palette.
Final beat: seamless loop-like hold.
Restrictions: no text changes, no logo distortion, no extra characters, no style drift, no flicker.
```

Best for:

- album promos
- music visualizers
- lyric video background
- artist social clips
- Spotify canvas-style concepts

Related Cliprise resources:

- [AI Album Art Workflow](https://www.cliprise.app/learn/workflows/marketing/ai-album-art-midjourney-flux-ideogram-workflow)
- [AI Music Video Production](https://www.cliprise.app/learn/workflows/marketing/ai-music-video-production-complete-workflow-independent-artists)
- [AI Lyric Video Workflow](https://www.cliprise.app/learn/workflows/marketing/ai-lyric-video-workflow-seedance-audio-sync)

---

### 10. Logo image to brand motion

```text
Using the uploaded logo image as the exact brand mark reference, create a 5-second brand motion intro.
Preserve the logo shape, proportions, color and spacing.
Camera: locked centered frame.
Subject motion: logo appears through a subtle light reveal, then holds steady.
Scene motion: soft background glow moves gently behind the logo.
Lighting: clean premium studio light, no harsh reflections.
Final beat: logo centered and sharp.
Restrictions: no shape changes, no fake text, no extra symbols, no logo distortion, no flicker.
```

Best for:

- brand intros
- social video openers
- app launch clips
- presentation openers
- lightweight logo motion tests

Related Cliprise resources:

- [AI Logo Generator](https://www.cliprise.app/features/ai-logo-generator)
- [AI Logo Generator 2026](https://www.cliprise.app/learn/guides/getting-started/ai-logo-generator-complete-guide-2026)
- [AI Video Generator](https://www.cliprise.app/features/ai-video-generator)

---

### 11. Character image to cinematic shot

```text
Using the uploaded character image as the exact identity reference, create a 9-second cinematic scene.
Preserve the character face, hairstyle, outfit, proportions and color palette.
Camera: slow side tracking shot, medium-wide framing.
Subject motion: character walks slowly forward and turns their head slightly toward a glowing object.
Scene motion: fog drifts gently and light rays move through the background.
Lighting: preserve the cinematic mood, soft rim light on the character.
Final beat: character pauses and looks toward the light.
Restrictions: no identity change, no copied character style, no extra limbs, no distorted hands, no text.
```

Best for:

- storyboards
- game concepts
- fantasy scenes
- AI movie shots
- character consistency tests

Related Cliprise resources:

- [Ideogram Character](https://www.cliprise.app/models/ideogram-character)
- [Image Reference Upload](https://www.cliprise.app/learn/guides/best-practices/image-reference-upload-ai-video-consistency)
- [Game Developer AI Asset Pipeline](https://www.cliprise.app/learn/workflows/professional/game-developer-ai-asset-generation-pipeline)

---

### 12. Product package to UGC ad

```text
Using the uploaded product package image as the exact product reference, create a 7-second vertical UGC-style ad.
Preserve product packaging, label placement, colors and shape.
Camera: handheld but smooth, creator-style close-up.
Subject motion: a hand lifts the product into frame once and holds it steady.
Scene motion: background remains naturally still.
Lighting: soft daylight, realistic home setting.
Final beat: product clearly visible in the center.
Restrictions: no fake claims, no label distortion, no extra fingers, no face warping, no unreadable text changes.
```

Best for:

- UGC ads
- TikTok product tests
- Instagram product clips
- creator campaigns
- landing page social proof concepts

Related Cliprise resources:

- [AI Video Ads for Facebook and Instagram](https://www.cliprise.app/learn/workflows/marketing/ai-video-ads-facebook-instagram-complete-performance-guide)
- [AI Video for TikTok](https://www.cliprise.app/learn/workflows/marketing/ai-video-for-tiktok-complete-guide)
- [Prompt to Campaign Workflow](https://www.cliprise.app/learn/workflows/marketing/prompt-to-campaign-workflow)

---

### 13. Interior design image to walkthrough

```text
Using the uploaded interior design image as the exact room reference, create an 8-second horizontal walkthrough video.
Preserve room layout, windows, wall structure, furniture placement, colors and perspective.
Camera: slow smooth dolly forward from the entrance toward the sofa.
Subject motion: furniture remains stable.
Scene motion: curtains move slightly and sunlight shifts gently.
Lighting: preserve natural daylight and warm interior tones.
Final beat: camera holds on the main seating area.
Restrictions: no warped walls, no floating furniture, no changing layout, no distorted windows, no extra objects.
```

Best for:

- interior design concepts
- real estate visuals
- architecture portfolios
- property marketing
- design presentations

Related Cliprise resources:

- [Interior Design AI Workflow](https://www.cliprise.app/learn/workflows/professional/interior-design-ai-workflow-transform-spaces-minutes)
- [Architecture AI Workflow](https://www.cliprise.app/learn/workflows/professional/architecture-visualization-ai-sketch-photorealistic-render)
- [AI Real Estate Photo Editing and Video](https://www.cliprise.app/learn/guides/getting-started/ai-real-estate-photos-video-complete-guide-2026)

---

### 14. Poster image to cinematic motion

```text
Using the uploaded poster artwork as the exact visual reference, create a 6-second cinematic poster motion.
Preserve the layout, central symbol, color palette and overall style.
Camera: slow push-in toward the central symbol.
Subject motion: central symbol emits a subtle glow.
Scene motion: background texture moves very slightly, like soft light passing over paper.
Lighting: preserve the original mood and contrast.
Final beat: poster holds in a clean readable frame.
Restrictions: no text changes, no misspellings, no extra elements, no style drift, no flicker.
```

Best for:

- poster campaigns
- event visuals
- title cards
- album covers
- social promos

Related Cliprise resources:

- [AI Art Generator](https://www.cliprise.app/features/ai-art-generator)
- [AI Image Generator](https://www.cliprise.app/features/ai-image-generator)
- [AI Video Generator](https://www.cliprise.app/features/ai-video-generator)

---

### 15. Meme image to social clip

```text
Using the uploaded meme-style image as the exact visual reference, create a 5-second vertical social clip.
Preserve the main subject, composition and comedic setup.
Camera: locked-off close-up.
Subject motion: the main subject makes one small exaggerated reaction.
Scene motion: background remains still.
Lighting: keep the original bright social media look.
Final beat: subject holds the funny expression.
Restrictions: no text changes, no extra characters, no distorted face, no chaotic motion, no flicker.
```

Best for:

- meme clips
- short-form hooks
- TikTok posts
- Reels covers
- playful brand content

Related Cliprise resources:

- [Meme Generator](https://www.cliprise.app/free-tools/meme-generator)
- [Creating Instagram Reels with AI Video](https://www.cliprise.app/learn/workflows/marketing/creating-instagram-reels-ai-video-guide)
- [TikTok Creator Viral Strategy](https://www.cliprise.app/learn/workflows/marketing/tiktok-creator-viral-ai-video-workflow)

---

## Camera movement library

Use one primary camera move per short clip.

### Locked-off camera

```text
Camera: locked-off tripod shot. The camera remains still while the subject moves.
```

Best for:

- product stability tests
- food clips
- UGC hooks
- face stability tests
- meme clips

### Slow push-in

```text
Camera: slow push-in from a medium shot to a close-up.
```

Best for:

- product reveals
- emotional portraits
- cinematic detail
- thumbnails
- poster motion

### Dolly left or right

```text
Camera: slow left-to-right dolly with subtle background parallax.
```

Best for:

- product videos
- interiors
- fashion
- real estate
- travel

### Orbit

```text
Camera: smooth 30-degree orbit around the subject, ending in a centered hero angle.
```

Best for:

- products
- cars
- devices
- logo motion
- hero objects

### Handheld but smooth

```text
Camera: handheld but smooth, natural creator-style movement.
```

Best for:

- UGC ads
- TikTok clips
- lifestyle videos
- direct-to-camera content

### Crane upward

```text
Camera: slow crane upward, revealing the larger environment.
```

Best for:

- travel videos
- cinematic scenes
- real estate
- fantasy landscapes
- music visuals

### Macro push-in

```text
Camera: macro close-up with shallow depth of field, slow push-in toward the product texture.
```

Best for:

- food
- beauty products
- jewelry
- luxury items
- tech devices

---

## Motion library

### Product motion

```text
The product remains rigid and accurate. Only the camera, highlight reflections and background parallax move.
```

### Steam and atmosphere

```text
Steam rises gently. Dust particles drift through light. Background remains stable.
```

### Fabric motion

```text
Fabric moves gently in the wind while the body, face and outfit remain stable.
```

### Character expression

```text
The subject turns slightly toward the camera and gives one natural expression change.
```

### Background parallax

```text
Background layers move subtly as the camera glides, creating depth without changing the subject.
```

### Light sweep

```text
A soft highlight moves across the product surface while the product shape remains unchanged.
```

### UI motion

```text
Abstract UI cards slide smoothly without readable text changes. The phone remains stable.
```

### Food motion

```text
Steam rises naturally, sauce glistens subtly, the food structure remains realistic and stable.
```

---

## Workflow: one image to multiple videos

This is one of the strongest AI content workflows.

### Step 1: Start with one polished source image

Use Cliprise tools to generate or polish:

- product image
- AI art image
- app screenshot
- album cover
- thumbnail
- portrait
- real estate image
- restaurant image
- fashion image

### Step 2: Create motion variants

From the same image, generate:

- slow push-in
- dolly left
- orbit
- light sweep
- background parallax
- social vertical crop
- website horizontal crop
- UGC-style version
- ad version
- cinematic version
- loop version

### Step 3: Repurpose winners

Use the best outputs for:

- TikTok
- Instagram Reels
- YouTube Shorts
- paid ads
- website hero video
- product page video
- email GIF
- social teaser
- launch post
- thumbnail still

Related resources:

---

## Workflow: image-to-video for product ads

### Product ad checklist

Before generation:

- product is clear
- product label is legible
- product shape is clean
- background does not conflict
- camera angle is already strong
- no fake text
- no warped logo
- final aspect ratio is planned

Prompt:

```text
Using the uploaded product image as the exact product reference, create a [duration]-second [aspect ratio] ad.
Preserve product shape, label, color and packaging.
Camera: [push-in / dolly / orbit].
Motion: [light sweep / parallax / steam / subtle rotation].
Final beat: product centered in a hero frame.
Restrictions: no fake text, no logo distortion, no extra products, no shape change.
```

After generation:

- check product shape
- check label
- check logo
- check reflections
- check flicker
- test platform crop
- upscale only if the clip is good

---

## Workflow: image-to-video for UGC ads

### UGC checklist

- product reference is clear
- creator pose is natural
- one gesture only
- stable face
- stable hands
- no fake claims
- no text reliance
- final product hold

Prompt:

```text
Using the uploaded image as the product and scene reference, create a short vertical UGC-style video.
Camera: handheld but smooth.
Motion: the creator lifts the product once and holds it steady.
Lighting: natural daylight.
Final beat: product clearly visible.
Restrictions: no fake claims, no face warping, no distorted hands, no label distortion.
```

Use this for:

- TikTok ads
- Instagram Reels
- creator-style product hooks
- landing page social proof concepts

---

## Workflow: image-to-video for AI art

### AI art animation checklist

- artwork is clean
- no messy text
- clear subject
- strong foreground/background separation
- style is stable
- lighting direction is clear
- no overly detailed small faces
- motion can be subtle

Prompt:

```text
Using the uploaded artwork as the exact reference, create a cinematic animation.
Preserve style, composition, palette and subject.
Camera: slow push-in with subtle parallax.
Motion: background particles drift gently, light moves softly, fabric or clouds move naturally.
Final beat: hold the original composition.
Restrictions: no style drift, no extra characters, no text changes, no flicker.
```

---

## Workflow: image-to-video for real estate

### Real estate checklist

- windows are not warped
- walls are straight
- room perspective is stable
- furniture placement is clear
- exterior geometry is clean
- no people unless needed
- no text/signage

Prompt:

```text
Using the uploaded property image as the exact architecture reference, create a short real estate teaser.
Preserve windows, walls, roofline, furniture placement and perspective.
Camera: smooth dolly forward or drone-like approach.
Motion: subtle tree movement, sunlight shift, gentle camera glide.
Final beat: hold on the main room or entrance.
Restrictions: no warped windows, no changing layout, no floating furniture, no distorted geometry.
```

---

## Workflow: image-to-video for social content

### Social checklist

- hook visible in first second
- strong focal point
- vertical framing
- motion is fast but readable
- no text dependence
- final frame can be reused as thumbnail
- no complicated physics

Prompt:

```text
Using the uploaded image as the visual reference, create a short vertical social clip.
Camera: quick but smooth push-in.
Motion: one clear subject reaction or light movement.
Final beat: high-impact frame suitable for a thumbnail.
Restrictions: no text changes, no extra objects, no flicker, no distorted subject.
```

---

## Workflow: source image QA before generation

Rate the source image from 1 to 5 before animating it.

| Score | Meaning | Action |
|---|---|---|
| 1 | blurry, distorted, bad subject | do not animate |
| 2 | usable idea, poor quality | regenerate or edit first |
| 3 | acceptable but risky | test short motion only |
| 4 | strong source image | animate with controlled motion |
| 5 | polished production source | create variants and upscale winners |

Fix source image before video if:

- edges are messy
- label is broken
- face is distorted
- hands are already bad
- background is cluttered
- aspect ratio is wrong
- image has compression artifacts
- lighting conflicts with desired motion

---

## Workflow: cost-control and retry reduction

AI video can become expensive because one failed clip costs more than one failed image.

Use this process:

1. Create a strong source image first.
2. Test with short duration.
3. Use one camera move.
4. Use one subject action.
5. Avoid generated text.
6. Preserve product or identity clearly.
7. Change one variable at a time.
8. Save prompt versions.
9. Do not upscale failed clips.
10. Convert winners into campaign variants.

Useful Cliprise resources:

- [Cost Optimization](https://www.cliprise.app/learn/guides/advanced/cost-optimization-maximize-credits-multi-model-platforms)
- [Cheap AI Video Generator 2026](https://www.cliprise.app/learn/comparisons/features/cheap-ai-video-generator-real-cost-comparison-2026)
- [Fast vs Quality AI Modes](https://www.cliprise.app/learn/guides/best-practices/fast-vs-quality)
- [Pricing](https://www.cliprise.app/pricing)

---

## Workflow: extending image-to-video clips

Some video tools allow chaining by using the last frame of one video as the first frame of the next.

### Safer extension workflow

1. Generate first short clip.
2. Choose a stable final frame.
3. Use final frame as new source image.
4. Write a new motion prompt.
5. Keep style and lighting consistent.
6. Avoid sudden action changes.
7. Combine clips in an editor.

### Extension prompt

```text
Using the uploaded frame as the exact continuation reference, create the next 5-second continuation.
Preserve style, lighting, subject identity and camera direction.
Camera: continue the same slow push-in.
Motion: subject continues the same subtle movement.
Final beat: stable hero frame.
Restrictions: no style shift, no identity change, no flicker, no abrupt camera jump.
```

---

## Model test suite

Use these tests to compare image-to-video models.

### Test 1: Product stability

```text
Using the uploaded product image as exact reference, create a 6-second video with a slow push-in and soft light sweep. Preserve product shape, label and camera angle. No fake text, no logo distortion, no extra objects.
```

Review:

- product shape
- label accuracy
- logo stability
- reflections
- camera smoothness

### Test 2: Human identity

```text
Using the uploaded portrait as exact identity reference, create a 6-second video with subtle head movement and one blink. Preserve face, hairstyle and outfit. No face warping, no extra people, no distorted mouth.
```

Review:

- identity
- skin
- eyes
- mouth
- expression
- stability

### Test 3: Architecture

```text
Using the uploaded interior image as exact room reference, create an 8-second dolly-forward video. Preserve windows, walls and furniture layout. No warped windows, no changing room layout.
```

Review:

- geometry
- windows
- furniture
- wall stability
- perspective

### Test 4: AI art animation

```text
Using the uploaded artwork as exact style reference, create an 8-second slow push-in with subtle particles and cloud motion. Preserve composition and color palette. No style drift, no extra characters, no flicker.
```

Review:

- style consistency
- subject stability
- motion smoothness
- atmosphere

### Test 5: Social hook

```text
Using the uploaded thumbnail image as reference, create a 5-second vertical motion hook with a quick smooth push-in and one subject reaction. Preserve subject and composition. No text changes, no extra objects.
```

Review:

- first-second hook
- vertical crop
- subject clarity
- motion impact

---

## Model comparison mindset

Do not ask “Which image-to-video model is best?”

Ask:

```text
Best for which image and what motion?
```

| Use case | What to evaluate |
|---|---|
| Product ad | shape preservation, logo, reflections |
| UGC ad | hands, face, natural gesture |
| AI art animation | style consistency, subtle motion |
| Real estate | geometry, windows, room layout |
| Fashion | fabric movement, body stability |
| Food video | texture, steam, realistic structure |
| App promo | screen stability, fake text control |
| Social hook | speed, crop, visual impact |
| Cinematic shot | camera, depth, lighting |
| Logo motion | exact shape, no distortion |
| Character shot | identity, outfit, anatomy |

Relevant comparison pages:

- [Best AI Video Generator 2026](https://www.cliprise.app/learn/comparisons/features/best-ai-video-generator-2026-complete-comparison)
- [Image-to-Video vs Text-to-Video](https://www.cliprise.app/learn/comparisons/features/image-to-video-vs-text-to-video-workflow-comparison)
- [Sora 2 vs Kling 3.0 vs Veo 3.1](https://www.cliprise.app/learn/comparisons/models/sora-2-vs-kling-3-0-vs-veo-3-1-ai-video-model-comparison-2026)
- [Seedance 2.0 vs Sora 2](https://www.cliprise.app/learn/comparisons/models/seedance-2-0-vs-sora-2-ai-video-comparison-2026)
- [Seedance 2.0 vs Kling 3.0](https://www.cliprise.app/learn/comparisons/models/seedance-2-0-vs-kling-3-0-ai-video-comparison-2026)
- [Kling 3.0 vs Veo 3](https://www.cliprise.app/learn/comparisons/models/kling-3-0-vs-veo-3-video-model-comparison)

---

## Negative prompt and restriction library

### General video

```text
no text, no logos, no flicker, no extra objects, no warped geometry, no unstable camera, no chaotic motion, no broken reflections
```

### Product video

```text
no fake label text, no logo distortion, no changed packaging, no warped product shape, no extra products, no broken reflections
```

### Portrait and people

```text
no face distortion, no extra people, no distorted hands, no unnatural mouth movement, no identity change, no extra limbs
```

### Real estate

```text
no warped windows, no distorted walls, no impossible geometry, no changing room layout, no floating furniture
```

### Food

```text
no fake ingredients, no distorted food, no extra fingers, no unnatural steam, no melting objects
```

### App and UI video

```text
no readable fake text, no random buttons, no distorted screen, no real brand logos, no flickering UI
```

### Logo motion

```text
no shape changes, no fake text, no extra symbols, no logo distortion, no flicker
```

### AI art animation

```text
no style drift, no extra characters, no face distortion, no text changes, no flicker
```

---

## Common mistakes

### Mistake 1: Re-describing the image instead of motion

Bad:

```text
A beautiful product in a luxury studio.
```

Better:

```text
Camera slowly pushes in. A soft highlight moves across the product surface. Product stays rigid and accurate.
```

### Mistake 2: Too much motion

One subject action and one camera movement is usually enough.

### Mistake 3: Bad source image

If the source image has broken hands, unreadable text or warped products, the video may amplify those problems.

### Mistake 4: No preservation instructions

Always say what must stay unchanged.

### Mistake 5: No final beat

Give the model a clean ending:

```text
Final beat: product centered in a hero frame.
```

### Mistake 6: Trusting text inside video

If text matters, add it manually later.

### Mistake 7: Upscaling failed clips

Upscaling does not fix bad motion. Regenerate before upscaling.

---

## Quality checklist before publishing

Check every generated video for:

- source image preservation
- product shape
- logo accuracy
- label stability
- face stability
- hand quality
- body proportions
- object geometry
- camera smoothness
- motion realism
- flicker
- background warping
- lighting continuity
- aspect ratio
- crop safety
- final beat
- audio sync if present
- compression
- commercial-use risk
- copyright risk
- trademark risk
- misleading realism

Useful resources:

- [AI Video Resolution Explained](https://www.cliprise.app/learn/guides/best-practices/ai-video-resolution-720p-1080p-4k)
- [Frame Rate in AI Video](https://www.cliprise.app/learn/guides/best-practices/frame-rate-ai-video-24fps-30fps-60fps)
- [Video Duration Limits](https://www.cliprise.app/learn/guides/best-practices/video-duration-limits-5s-10s-15s)
- [Universal Upscaler](https://www.cliprise.app/features/universal-upscaler)
- [Topaz Video Upscaler](https://www.cliprise.app/models/topaz-video-upscaler)

---

## SEO target map

This repository naturally covers these search intents.

| Search intent | Useful section |
|---|---|
| image-to-video prompts | prompt library |
| image to video AI prompts | prompt formula |
| AI image to video prompts | examples and templates |
| photo to video AI prompts | source image workflows |
| AI photo animation prompts | prompt library |
| animate image with AI | workflows and templates |
| AI video from image | workflow sections |
| image-to-video workflow | complete workflow sections |
| image-to-video prompt guide | formula and FAQ |
| camera movement prompts | camera library |
| AI motion prompts | motion library |
| AI product video prompts | product ad workflow |
| product image to video prompts | product examples |
| UGC video prompts from image | UGC workflow |
| AI video ad prompts | ad examples |
| AI art to video prompts | AI art animation workflow |
| AI character animation prompts | character section |
| first frame video generation | source frame sections |
| one image to multiple videos | campaign workflow |

---

## FAQ

### What is image-to-video?

Image-to-video is an AI video workflow where a still image acts as the visual anchor and the prompt guides motion, camera movement and timing.

### What should an image-to-video prompt include?

A strong prompt includes what to preserve, camera movement, subject motion, scene motion, lighting, final beat and restrictions.

### Should I describe the image again?

Usually no. The image already defines subject, composition, lighting and style. Use the prompt mainly to describe motion.

### What makes a good source image?

A good source image has a clear subject, clean edges, stable lighting, strong composition, no broken text, no distorted hands and enough depth for camera motion.

### Is image-to-video better than text-to-video?

It depends. Image-to-video is usually better when consistency matters. Text-to-video is better for exploring brand-new scenes.

### How do I animate a product image?

Preserve product shape, label, color and camera angle. Use subtle camera movement, highlight sweep and background parallax. Avoid product deformation.

### How do I animate AI art?

Preserve composition, style and color palette. Add subtle parallax, particles, clouds, fabric movement or lighting changes.

### Can image-to-video create UGC ads?

Yes, but review hands, faces, product labels and claims. Avoid fake testimonials and misleading claims.

### Why do image-to-video outputs warp?

Warping often comes from weak source images, conflicting motion cues, too much motion, long duration or unclear preservation instructions.

### How do I reduce failed generations?

Use a better source image, shorter duration, one camera move, one action, clear preservation instructions and a final beat.

### Can I use image-to-video commercially?

Commercial use depends on platform terms, model terms, input rights, output rights, copyright, trademark, likeness rights and advertising rules.

### What should I avoid?

Avoid impersonation, fake testimonials, copyrighted characters, famous brand imitation, misleading realism, fake product claims and unverified commercial claims.

---

## Suggested repository structure

```text
awesome-image-to-video-prompts/
  README.md
  prompts/
    product-image-to-video-prompts.md
    ai-art-to-video-prompts.md
    portrait-to-video-prompts.md
    fashion-image-to-video-prompts.md
    restaurant-image-to-video-prompts.md
    real-estate-image-to-video-prompts.md
    app-screenshot-to-video-prompts.md
    thumbnail-to-video-prompts.md
    album-cover-to-video-prompts.md
    logo-motion-prompts.md
    character-image-to-video-prompts.md
    ugc-image-to-video-prompts.md
  workflows/
    image-to-video-workflow-overview.md
    source-image-preparation.md
    motion-first-prompting.md
    one-image-to-multiple-videos.md
    product-ad-workflow.md
    ugc-ad-workflow.md
    ai-art-animation-workflow.md
    real-estate-workflow.md
    social-content-workflow.md
    cost-control-workflow.md
    extension-workflow.md
    model-test-suite.md
    qa-checklist.md
  resources/
    cliprise-links.md
    public-sources.md
    prompt-formulas.md
    camera-movement-library.md
    motion-library.md
    negative-prompts.md
    aspect-ratio-guide.md
    commercial-use-checklist.md
    safety-and-legal-notes.md
  examples/
    product-examples.md
    ai-art-examples.md
    social-video-examples.md
    real-estate-examples.md
    ugc-examples.md
```

---

## Suggested GitHub topics

```text
image-to-video
image-to-video-ai
ai-video-prompts
ai-video-generator
photo-to-video
ai-photo-animation
video-generation
text-to-video
camera-motion
motion-prompts
product-video
ai-video-ads
ugc-video
prompt-engineering
cliprise
```

---

## Contributing

Useful contributions include:

- original image-to-video prompts
- source image preparation tips
- motion-first prompt examples
- camera movement examples
- model comparison notes with sources
- QA checklists
- product video workflows
- UGC video workflows
- AI art animation workflows
- Cliprise workflow examples

Please avoid:

- copied prompt collections
- copied README structures
- fake benchmark claims
- unverified availability claims
- official-sounding claims
- spam links
- keyword stuffing
- unsafe prompt examples
- copyrighted character prompts
- famous brand imitation
- fake testimonial workflows

---

## Ethical and legal use

Use image-to-video tools responsibly.

Do not use image-to-video generation to:

- impersonate real people
- fabricate evidence
- create fake testimonials
- mislead customers
- copy protected characters
- imitate famous brand identities
- misuse trademarks
- violate privacy
- create deceptive political or public-interest content
- remove or alter watermarks unlawfully
- claim generated videos are real footage when that could mislead people

For commercial use, review:

- platform terms
- model terms
- input rights
- output rights
- copyright issues
- trademark risks
- likeness and privacy rights
- advertising rules
- product accuracy
- disclosure rules where applicable

Helpful pages:

- [Cliprise Terms](https://www.cliprise.app/terms)
- [Cliprise Privacy](https://www.cliprise.app/privacy)
- [Cliprise DMCA](https://www.cliprise.app/dmca)
- [Safety & Copyright Essentials](https://www.cliprise.app/learn/guides/best-practices/safety-copyright)
- [Copyright & AI Art 2026](https://www.cliprise.app/learn/guides/getting-started/copyright-ai-art-legal-guide-commercial-use-2026)
- [Ethical AI Generation](https://www.cliprise.app/learn/guides/best-practices/ethical-ai-generation-responsible-innovation)

---

## About Cliprise

[Cliprise](https://www.cliprise.app/) is a multi-model AI creative platform for generating and editing images, videos, audio and creative assets from one place.

Start here:

- [What is Cliprise?](https://www.cliprise.app/what-is-cliprise)
- [AI Video Generator](https://www.cliprise.app/features/ai-video-generator)
- [AI Image Generator](https://www.cliprise.app/features/ai-image-generator)
- [AI Art Generator](https://www.cliprise.app/features/ai-art-generator)
- [Pro Image Editor](https://www.cliprise.app/features/pro-image-editor)
- [AI Background Remover](https://www.cliprise.app/features/ai-background-remover)
- [Universal Upscaler](https://www.cliprise.app/features/universal-upscaler)
- [Models](https://www.cliprise.app/models)
- [Pricing](https://www.cliprise.app/pricing)
- [Learn](https://www.cliprise.app/learn)
- [News](https://www.cliprise.app/news)
- [Free Tools](https://www.cliprise.app/free-tools)

---

## License and attribution

This repository is intended as an educational resource. Prompts and workflows should be original, attributed where needed and safe for commercial review before use.

If you reuse this structure, adapt it to your own product, audience and examples. Do not copy third-party repositories, branding, benchmark screenshots, copyrighted video examples or prompt collections without permission.

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