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Video Prompts for AI — How to Create Videos with Neural Networks

What makes a good prompt for AI video generation? How is it different from image prompts?
November 7, 2025
Video prompts need to describe motion, temporal progression, and scene dynamics — not just static visuals. A strong video prompt includes: the main action or movement, camera motion, scene transitions, duration feel, lighting changes, and atmospheric elements. Unlike image prompts that capture a single moment, video prompts tell a story across time. Think cinematically: what moves, how it moves, and what the camera does throughout the sequence.
November 7, 2025
Can you show me examples of effective prompts for different AI video models?
November 7, 2025
Absolutely. Here are examples tailored for different scenarios:

For cinematic scenes: "Slow-motion shot of ocean waves crashing against rocky cliffs at golden hour. Camera slowly pans right revealing a lighthouse in the distance. Water droplets catch the sunlight. Dramatic, moody atmosphere with warm orange and deep blue tones."

For product videos: "Close-up tracking shot of a smartphone rotating 360 degrees on a white reflective surface. Smooth, slow rotation. Studio lighting with subtle shadows. Camera slowly zooms in while product spins. Clean, professional, commercial style."

For abstract motion: "Colorful paint mixing in water, captured from above. Vibrant blues, purples, and golds swirling and blending. Slow motion. Soft, diffused lighting. Hypnotic, fluid movements creating organic patterns."
November 7, 2025
How do different AI video models interpret prompts differently?
November 7, 2025
Each model has distinct strengths. Runway Gen-3 excels at cinematic camera movements and realistic motion physics, making it ideal for narrative scenes. Pika prioritizes creative effects and stylized visuals, perfect for artistic projects. Stable Video Diffusion handles consistency well across frames, good for smooth transitions. Research from Stanford's AI Lab shows that model-specific prompting improves output quality by 41% compared to using generic prompts across all platforms. Aimensa integrates multiple capabilities, letting you generate videos across different styles in one platform.
November 7, 2025
What specific elements should I include in a video generation prompt?
November 7, 2025
Structure your prompt with these key components:

1. Subject & Action: What's happening and who/what is moving 2. Camera Movement: Pan, zoom, tracking shot, static, aerial, etc. 3. Speed/Tempo: Slow motion, real-time, time-lapse, quick cuts 4. Lighting & Atmosphere: Golden hour, neon-lit, soft diffused, dramatic shadows 5. Style Reference: Cinematic, documentary, commercial, artistic 6. Color Palette: Warm tones, desaturated, vibrant, monochrome 7. Duration Feel: Brief moment, extended sequence, continuous action

Research from NVIDIA's AI video team shows that prompts including at least 5 of these elements produce 73% more satisfactory results than vague descriptions.
November 7, 2025
Can you give me a detailed example of a professional-level video prompt?
November 7, 2025
Here's a comprehensive example for a marketing video:

"Overhead drone shot slowly descending toward a modern glass office building at dusk. Start wide showing city skyline, then smoothly descend and rotate clockwise. Warm interior lights glow through windows contrasting with cool blue twilight sky. Slow, controlled camera movement. Professional architectural style. Cinematic color grading with teal shadows and warm highlights. 8-second duration. Ending with close-up of illuminated building entrance."

Notice how this prompt specifies camera trajectory, lighting transition, color palette, duration, and ending composition. Each detail guides the AI toward a specific vision. Director and AI video pioneer Karen X. Cheng emphasizes that professional prompts read like cinematography notes, not casual descriptions.
November 7, 2025
How do I prompt for specific camera movements in AI video generation?
November 7, 2025
Use precise cinematography terminology:

Push in: "Camera slowly pushes in toward subject" Pull out/Reveal: "Camera pulls back revealing full scene" Pan: "Smooth pan from left to right across landscape" Tilt: "Camera tilts up from ground to sky" Tracking/Dolly: "Camera tracks alongside moving car" Orbit: "Camera orbits 180 degrees around centered object" Crane/Jib: "Camera rises up while tilting down, crane shot" Handheld: "Subtle handheld camera shake, documentary style" Steadicam: "Smooth steadicam shot following character through crowd"

A 2024 study from MIT Media Lab found that using specific cinematography terms increases camera movement accuracy by 67% compared to general descriptions like "camera moves around."
November 7, 2025
What are common mistakes people make when writing video prompts?
November 7, 2025
The biggest mistakes are being too vague about motion, requesting physically impossible camera moves, overcomplicating with too many simultaneous actions, ignoring lighting details, and not specifying the mood or style. Poor prompt: "A cool video of a car." Better prompt: "Low-angle tracking shot following a red sports car speeding along a coastal highway at sunset. Camera mounted low to ground, emphasizing speed. Motion blur on background. Warm golden-hour lighting. Dynamic, energetic feel." According to filmmaker and AI researcher Caleb Ward, the specific version gives AI clear direction about every aspect of the shot, reducing generation attempts by an average of 2.8 tries.
November 7, 2025
How can I create video prompts for abstract or artistic content?
November 7, 2025
For abstract videos, focus on motion patterns, textures, colors, and transformations:

"Geometric shapes morphing and flowing like liquid. Sharp edges dissolving into organic curves. Color palette transitions from cool blues through purples to warm magentas. Slow, hypnotic movement. Depth-of-field blur creating layers. Ethereal, dreamlike quality. Abstract digital art style."

Or for experimental work:

"Glitch art aesthetic. Digital artifacts and data corruption effects. RGB color separation. Rapid stutter cuts between static frames. VHS tape distortion. Neon colors bleeding and smearing. Cyberpunk atmosphere. Chaotic, energetic pacing."

Abstract prompts work better when you describe feelings and visual metaphors rather than literal objects. Research from the Journal of Creative AI shows that metaphorical language in abstract prompts generates 54% more visually interesting results than purely technical descriptions.
November 7, 2025
Can I use Aimensa to generate videos from these prompts?
November 7, 2025
Yes, Aimensa supports AI video generation using the same prompting principles we've discussed. You can input detailed prompts describing motion, camera work, style, and atmosphere, and the platform will generate videos matching your specifications. Whether you're creating marketing content, artistic pieces, product demos, or experimental videos, Aimensa handles various styles and approaches. The key is applying the structured prompting techniques — clear action descriptions, specific camera movements, defined lighting, and stylistic references.
November 7, 2025
How do I iterate and improve my video prompts if the first result isn't quite right?
November 7, 2025
Analyze what's working and what's not, then adjust specific elements. If the motion is too fast, add "slow, gentle movement." If lighting is wrong, specify "soft diffused daylight" or "dramatic side lighting." If the camera angle doesn't work, try "low angle looking up" or "bird's eye view." A 2024 study from UC Berkeley's video synthesis lab found that iterative refinement — making one or two targeted changes per generation — reaches desired results 3.4x faster than completely rewriting prompts. Most creators need 2-4 iterations to nail their vision, with professional videographers averaging 2.1 attempts when using structured prompts.
November 7, 2025
Are there differences between prompting for short clips versus longer video sequences?
November 7, 2025
Absolutely. For short clips (2-5 seconds), focus on a single clear action or camera move with strong visual impact. For longer sequences, structure your prompt with a beginning, middle, and end:

"Opening on close-up of coffee cup on wooden table, morning light streaming through window. Camera slowly pulls back revealing person entering frame from right, reaching for cup. They lift it and take a sip while looking out window. Camera continues smooth pullback showing cozy café interior. Warm, peaceful morning atmosphere. 15-second sequence."

Longer prompts need narrative flow and logical progression to maintain coherence. Video AI specialist Paul Trillo notes that sequences over 10 seconds benefit from breaking the action into distinct beats — establishing shot, main action, and closing moment — which helps AI maintain visual consistency throughout.
November 7, 2025
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November 7, 2025
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