Guide
Image To Video Prompts: Copy-Paste AI Image Prompt Library
By the FluxNote Editorial Team · Last updated: May 6, 2026

Quick Answer
A good image-to-video prompt specifies motion details, maintains visual consistency, and uses model-specific strengths. Include time indicators ("blinking for 2 seconds"), camera movements ("slow zoom-in"), and style anchors ("consistent watercolor texture"). Test with FLUX.2 Pro for photorealism or GPT Image 1.5 for precise action sequences.
Full Guide
Quick-Start Formula
- 1Base Image Description
- 2Motion Verbs (pan, dissolve, zoom)
- 3Timing Cues (3-second hold)
- 4Style Lock ("maintain matte painting style")
Prompt Categories
- Cinematic Transitions: "Dolly zoom from cyberpunk cityscape to neon sign details, 4 seconds, FLUX.2 Pro"
- Character Animations: "Wizard casting spell with 2-second hand gesture loop, GPT Image 1.5"
- Environmental Effects: "Time-lapse of sunset over desert with moving shadows, 5 sec, Ideogram 3.0"
Model-Specific Notes
FLUX.2 Pro: Add "--keep 0.8" for stable features GPT Image 1.5: Use "[5s: closeup of hands typing]" for timed segments Ideogram 3.0: "::1.2::" prefix boosts text legibility
Negative Prompts
"Avoid jump cuts, unnatural limb bending, style inconsistencies"
Example Specs
- 1"Water droplet splash in 0.5x slow motion, macro lens, maintain FLUX.2 Pro photorealism"
- 2"Anime character blinking sequence (3 frames), Seedream 4.0, pastel lighting"
- 3"360° product spin (6 seconds), Nano Banana 2, studio lighting"
Prompt Pack
- Cinematic: "Opening shot of spaceship landing (3 seconds), dust settling in 1s, steadycam shake, FLUX.2 Pro --keep 0.7"
- Product: "Shoe rotating 180° on display stand (4 sec), spotlight tracking, Imagen 4.0 Ultra --style commerce"
- Anime: "Magical girl transformation (5s), sparkling particles follow body contours, Seedream 3.0 --pastel"
- Real Estate: "Virtual tour through modern kitchen (8s), smooth parallax on cabinets, FLUX Schnell --motion 3"
- Instructional: "Step-by-step origami folding (10s total), highlight creases with arrows, GPT Image 1.5"
- Nature: "Tulip blooming timelapse (6s), morning light progression, HiDream I1 --botanical"
- Portrait: "Model's hair blowing in wind loop (2s cycle), maintain PuLID face identity --cinematic"
- Typography: "Animated neon sign spelling 'OPEN' (3s), Ideogram 3.0 ::1.3::"
- Drone: "Mountain valley flythrough (7s), dawn mist layers, FLUX.2 Max --aerial"
- Abstract: "Kaleidoscope pattern morph (4s), liquid metal texture, Kontext Pro --trippy"
- Food: "Steam rising from coffee cup (1.5s loop), macro focus shift, GPT Image 1.5"
- Workout: "Yoga flow sequence (9s), smooth transitions between poses, Imagen 4.0 --mirror"
- Historical: "Ancient scroll unrolling (5s), parchment aging effect, Nano Banana 2"
- Sport: "Basketball three-point shot replay (3s), ball trail effect, Seedream 4.0"
- Fashion: "Fabric draping simulation (6s), silk material physics, FLUX.2 Pro"
- Medical: "Red blood cell movement (2s loop), scientific accuracy, GPT Image 1.5"
- Gaming: "Character selection screen rotation (4s), UI elements intact, HiDream I1"
- Horror: "Candle flickering in dark corridor (3s), gradual monster reveal, FLUX.2 Max"
- Comedy: "Slapstick pie-throwing sequence (5s), exaggerated motion, Nano Banana 2"
- Documentary: "Polar bear swimming underwater (8s), FLUX.2 Pro --wildlife"
- Wedding: "Ring exchange close-up (3s), slow-motion focus pull, Imagen 4.0 Ultra"
- Art: "Van Gogh Starry Night clouds animating (7s), brushstroke consistency, Kontext Max"
- Tech: "Circuit board power flow (4s), glowing trace paths, GPT Image 1.5"
- Weather: "Lightning storm time-compressed (6s), FLUX Schnell --meteorology"
- Pet: "Cat stretching slow-mo (2s), fur detail maintained, PuLID --animal"
- Fairy Tale: "Storybook page turning to reveal castle (5s), watercolor coherence, Seedream 3.0"
- Industrial: "Conveyor belt packaging loop (3s), FLUX.2 Pro --manufacturing"
- Music: "Vinyl record spinning with light refraction (4s), HiDream I1 --retro"
- Travel: "Train window view changing landscapes (10s), FLUX.2 Max --transit"
- Sci-Fi: "Hologram interface building sequence (5s), Ideogram 3.0 --tech"
Comparison
| model | score | bestFor | limitation |
|---|---|---|---|
| FLUX.2 Pro | 9/10 | Realistic physics simulations | Higher credit cost (18 per gen) |
| GPT Image 1.5 | 8/10 | Precise timed actions | Weaker style consistency |
| Ideogram 3.0 | 7.5/10 | Text-heavy animations | Limited dynamic range |
| HiDream I1 | 6.5/10 | Budget anime motions | Simpler textures |
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Frequently Asked Questions
Related Resources
- GuideIdeogram Prompts: Copy-Paste AI Image Prompt Library
- GuideImagen Prompts: Copy-Paste AI Image Prompt Library
- GuideBest AI Image Generators, Models and Prompts: FluxNote Hub
- GuideGPT Image Prompts: Copy-Paste AI Image Prompt Library
- ToolAI Image to Video: Free, No Watermark | FluxNote
- ToolFlux Image to Video: Animate Your Flux Art | FluxNote
- Best-ofBest AI Image Generator 2026