JSON to Video - Create with Veo 3.1 or Sora 2 in 60 Seconds
Build cinematic clips with structured JSON prompts. Choose between Veo 3.1 for precision control or Sora 2 for creative versatility. Define subject, camera, lighting, and audio to deliver predictable, on-brand videos with the flexibility you need.
See JSON Prompts in Motion
Scroll through Veo 3.1 ready clips rendered with structured JSON fields.
What Is JSON to Video?
Structured prompts that work like storyboards, not search queries
JSON to Video turns organized data fields into predictable Veo 3.1 videos. Think fill-in-the-blank forms instead of hoping AI guesses your intent correctly.
What Is JSON to Video?
JSON to Video turns organized data fields into predictable Veo 3.1 videos. Think fill-in-the-blank forms instead of hoping AI guesses your intent correctly.
- Traditional Text Prompts — You write: 'Create a cinematic product video with warm lighting and upbeat music.' AI guesses what you mean. You regenerate 10 times hoping for something usable. This is the creative lottery.
- JSON Prompts — You organize: shot (close-up product reveal), camera (35mm lens, slow dolly left), lighting (golden hour, soft shadows), audio (upbeat corporate, 95 BPM). AI follows exact instructions. You get it right in 2 tries instead of 10.
- Why Structured Beats Vague — Text prompts collapse everything into one paragraph. JSON separates: what's happening (subject), how it's filmed (camera), how it looks (lighting, color), how it sounds (audio, dialogue). Each element is controllable and reusable.
- Built for Teams and Scale — One JSON template serves 100 products by changing only product name and color. Same brand consistency. Same camera style. Same audio signature. Text prompts require rewriting everything from scratch every time.
Key Features
Treat prompts like code
Control the full scene with named JSON fields, reusable presets, and deterministic outputs.
Key Features
Control the full scene with named JSON fields, reusable presets, and deterministic outputs.
Why Agencies and Brands Choose JSON to Video
Eliminate guesswork. Scale production. Stay on brand.
Stop the creative lottery and get predictable, brand-ready videos on the first try, not the tenth. Now with dual model support for Veo 3.1 and Sora 2.
Eliminate the Creative Lottery
Text prompts = random outputs. JSON prompts = surgical precision. Go from 10 generation attempts per shot to 2 attempts. That's 80% faster production with 5x cost savings for your team.
Write Once, Deploy Everywhere
One JSON template automatically exports to YouTube (16:9), TikTok (9:16). Change one field, get four platform-ready videos. No manual reformatting or timeline rebuilds.
Brand Consistency at Scale
Lock your camera style, color grading, and audio signature in a reusable template. Every video stays unmistakably on-brand, whether you ship 10 videos or 1,000. Perfect for agencies serving multiple clients.
No Reshoots, No Studio Time
Start from product photos or existing assets. Define motion, lighting, and audio in the same JSON prompt. Generate cinematic results without cameras, crews, or location costs. One Reddit user: 'I used to shoot $500K pharma commercials. Made this for $500 in less than a day.'
Automate What You Used to Edit Manually
Upload 100 product JSONs from your CMS or spreadsheet. Queue renders overnight. Wake up to 100 branded videos ready to publish. Compare to editing one by one: 2 minutes per video vs 2 hours per video.
Built for Teams, Not Just Solo Creators
Share template libraries across your team. Lock brand guardrails so junior creators can't break consistency. Track every change with version history for client approvals. Used by 7-9 figure ecommerce brands and performance marketing agencies.
Plans that scale with your production pipeline
Start for free, add Veo 3.1 optimizations, API hooks, and collaboration seats when you need them.
Make a Clip in 60 Seconds
Pick a template, fill the blanks, and generate JSON to video without touching a timeline.
Loved by the Community
See what our users are saying about us.
Sarah Chen
Content CreatorThe JSON to Video API has completely revolutionized my workflow. I can now generate hundreds of personalized videos for my clients in minutes using Veo 3.1.
Michael Ross
Marketing DirectorWe integrated the API into our CRM, and the results are incredible. Our engagement rates have doubled since we started sending AI-generated video messages.
Yuki Tanaka
DeveloperThe documentation is top-notch, and the support team is super responsive. Integrating Sora 2 for our video generation feature was a breeze.
Sarah Chen
Content CreatorThe JSON to Video API has completely revolutionized my workflow. I can now generate hundreds of personalized videos for my clients in minutes using Veo 3.1.
Michael Ross
Marketing DirectorWe integrated the API into our CRM, and the results are incredible. Our engagement rates have doubled since we started sending AI-generated video messages.
Yuki Tanaka
DeveloperThe documentation is top-notch, and the support team is super responsive. Integrating Sora 2 for our video generation feature was a breeze.
Sarah Chen
Content CreatorThe JSON to Video API has completely revolutionized my workflow. I can now generate hundreds of personalized videos for my clients in minutes using Veo 3.1.
Michael Ross
Marketing DirectorWe integrated the API into our CRM, and the results are incredible. Our engagement rates have doubled since we started sending AI-generated video messages.
Yuki Tanaka
DeveloperThe documentation is top-notch, and the support team is super responsive. Integrating Sora 2 for our video generation feature was a breeze.
Sarah Chen
Content CreatorThe JSON to Video API has completely revolutionized my workflow. I can now generate hundreds of personalized videos for my clients in minutes using Veo 3.1.
Michael Ross
Marketing DirectorWe integrated the API into our CRM, and the results are incredible. Our engagement rates have doubled since we started sending AI-generated video messages.
Yuki Tanaka
DeveloperThe documentation is top-notch, and the support team is super responsive. Integrating Sora 2 for our video generation feature was a breeze.
Performance Benchmarks
From idea to post, fast
Predictable, on brand outputs without timeline headaches or plugin mazes.
First clip ready in 60 seconds
Three step JSON workflow
8-12 second scene sweet spot
FAQ
Everything you need to know about structured JSON prompting for Veo 3.1 & Sora 2
What's the difference between Veo 3.1 and Sora 2 for JSON prompts?
Veo 3.1 offers surgical precision for brand-safe, predictable outputs. It's ideal for structured content like product videos, ads, and corporate messaging where consistency matters. Sora 2 provides higher creative variance with diverse visual styles—perfect for experimental content, artistic projects, or exploring multiple aesthetic directions. Both use the same JSON prompt structure, so you can switch models without rewriting. Pro tip: Use Sora for rapid A/B testing of creative concepts, then lock in final versions with Veo for consistent batch production.
How do I choose between Veo 3.1 and Sora 2 for my project?
Choose Veo 3.1 when you need: (1) Brand consistency across 10+ videos, (2) Predictable outputs for client approvals, (3) Tight control over camera, lighting, and audio specs. Choose Sora 2 when you want: (1) Creative exploration with varied visual styles, (2) Quick concept testing before finalizing direction, (3) Artistic or experimental content with higher visual diversity. Many users combine both: Sora for ideation phase (2-3 variations in 5 minutes), Veo for production phase (locked brand assets at scale). Both models share the same JSON structure, so your template library works across both.
Why JSON prompts instead of regular text prompts?
Text prompts = creative lottery. JSON prompts = predictable results. With text prompts, you're hoping AI guesses your intent correctly. Most pros need 10+ generations to get one usable shot. With JSON prompts, you organize by structure: shot sequence, camera (lens, movement), lighting specs, audio layers. The AI follows exact instructions, not vague descriptions. Real impact: Agencies report going from 10 attempts per shot to 2 attempts — that's 80% faster with 5x cost savings. Think storyboards (structured) vs search queries (vague).
I've never used JSON before. How hard is it to learn?
If you've used a form or spreadsheet, you already get the concept. JSON prompting is just filling in labeled fields: shot (what's happening), camera (close-up, wide, tracking), lighting (golden hour, studio), audio (dialogue, ambient sound). Start here: (1) Pick a pre-built template for product video, ad, or vlog (2) Change 2-3 fields like product name or color palette (3) Generate and see results in 60 seconds (4) Tweak one field at a time to learn what each does. Most users create custom prompts within 15-20 minutes. No coding required — our visual editor builds the JSON for you. Advanced users write JSON directly for maximum control.
Can I reuse the same JSON prompt for multiple videos?
Yes — that's the whole point of structured prompts. One JSON template creates unlimited variations. Same structure, different products: Keep shot sequence, camera moves, lighting. Change product name, color palette, brand voice. Result: 10 product videos with consistent style in 30 minutes. Same content, different formats: Keep subject, action, audio. Change aspect_ratio field (16:9 to 9:16 to 1:1). Result: YouTube, TikTok, Instagram versions from one prompt. Same brand, different campaigns: Save your brand's camera style, color grading, audio signature as a template. Duplicate and tweak message only. Result: Every video stays on-brand automatically. This is why agencies love JSON — one template serves 50+ clients with minimal edits.
How do I get consistent results without needing 10+ generations?
Lock the variables, change only what you want different. For character consistency: Define once in JSON (physical features, speaking style, wardrobe), then copy-paste these fields across all prompts for the same character in every video. For brand consistency: Create a brand kit JSON template with fixed camera settings (50mm lens, eye-level), color palette, audio style (upbeat corporate, 95 BPM), and duration. Pro tip from Reddit users: Change one field per generation. If you change 5 things, you won't know what caused the improvement. Change camera angle only, test, then change lighting next, test again. Result: From 10 attempts to 2 attempts per usable shot.
Can I integrate JSON prompts into my existing content workflow?
Yes. Our API and integrations plug into your current stack. Popular workflows: CMS triggers (product added to Shopify auto-generates JSON, renders video, posts to Instagram), Spreadsheet batch (upload 100 product rows, each becomes a JSON prompt, queue renders overnight), n8n or Zapier (webhook receives order, generates thank-you video with customer name, emails automatically), API for dev teams (POST JSON payload, receive video URL, embed in your app). You can automate: template library sync, brand kit application, multi-format export (16:9, 9:16, 1:1 from one JSON), trend monitoring. Real use case from Reddit: Built a Telegram bot where you say 'Make me a Rolex ad' and the workflow generates JSON, Veo 3.1 renders, video delivered in 2 minutes.
Can I analyze a viral video and generate a JSON prompt to recreate it?
Yes — this is called reverse engineering, and it's one of the most powerful features for creators. How it works: (1) Upload or link to any video from TikTok, Instagram Reel, YouTube (2) AI analyzes camera angles, lighting, motion, audio, pacing (3) Generates JSON with structured breakdown of every element (4) You edit to swap product or subject while keeping the viral structure (5) Render your version in minutes. Real Reddit example: User found a viral coffee ASMR video (3M views), uploaded it, got the JSON, changed product to smoothie bowl, generated 10 variations, posted one that hit 500K views in 2 days. You can extract: shot sequence (0-2s close-up, 2-5s pour motion, 5-8s reveal), camera specs (35mm lens, handheld, slight dolly), color grading (warm tones, high contrast), audio structure (ASMR tapping, ambient café sounds). Use cases: competitor analysis, trend replication, style matching. Note: Only works with AI-generated or copyright-free videos.
How long does it take to generate a video from JSON?
Preview with Veo 3.1 Fast: 60-90 seconds. High quality with Veo 3.1: 2-4 minutes. First-time workflow: Pick template (30 seconds), customize fields (2-3 minutes), generate (60 seconds), review and tweak (1-2 minutes). Total: 5-7 minutes for your first production-ready video. After you've got templates: Duplicate template (10 seconds), change 2-3 fields (1 minute), generate (60 seconds). Total: 2-3 minutes per video. Batch workflows with API: Upload 100 product JSONs (5 minutes), queue renders automatically, all 100 videos done in 2-3 hours overnight. Per-video time: about 2 minutes each. Compare to traditional: Script plus storyboard (2 hours), shoot plus lighting setup (4 hours), editing plus color grading (6 hours). Total: 12+ hours plus equipment costs. Reddit quote: I used to shoot $500K pharma commercials. I made this for $500 in Veo 3.1 in less than a day.
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