🎬 UGC Machine - AI-Powered Ad Replication System

Transform winning ads into custom video content with AI-driven analysis and Sora 2 prompts.

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🎥 Video Guide

👉 Watch Full Tutorial

🎁 Join FREE Skool Community - Get 50+ AI Agent Templates

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⚡ How It Works

🎯 Find Ad → 🔍 Gemini Analysis → 📝 Template Creation → 🎨 Brand Adaptation → 🎬 Sora 2 Prompts

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🎯 What It Does

• 🔍 Analyze winning ads - Forensic breakdown of viral UGC content
• 📋 Create templates - Extract replicable patterns from successful ads
• 🎨 Adapt messaging - Integrate your product and brand voice
• 🎬 Generate Sora prompts - Production-ready video generation instructions
• ⚡ Scene consolidation - Intelligent 10-15 second clip optimization
• 🎭 Character consistency - Maintain visual coherence across scenes

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🛠️ Requirements

Service	Cost	Purpose
Gemini API	Free tier available	Video analysis
OpenRouter (Claude Sonnet 4.5)	~$3-15/mo	Prompt generation
Airtable	Free tier available	Data management
n8n	Free (self-hosted)	Workflow automation

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🚀 Quick Setup

1. Copy Airtable Base - Get template here
2. Import workflow to n8n
3. Connect APIs:
   • Gemini API
   • Airtable
   • OpenRouter (Claude Sonnet 4.5)
4. Update credentials in workflow nodes
5. Configure Airtable base ID and table references
6. Test with sample ad 🎉

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📊 Workflow Architecture

Stage 1: Video Analysis (Gemini)

📹 Input: Ad URL from Meta Ad Library
🔍 Output: Forensic scene-by-scene breakdown

• Camera specifications and movements
• Lighting and cinematography details
• Character descriptions and performance notes
• Dialogue transcription with delivery notes
• Editing style (jump cuts, continuous takes)
• Audio environment and ambience

Stage 2: Prompt Generation (Claude Sonnet 4.5)

📋 Input: Video analysis + Your product messaging
🎨 Output: Sora 2-ready video prompts

• Intelligent scene consolidation (10-15 sec clips)
• Adapted dialogue maintaining original style
• Product visual swapping
• Character consistency preservation
• Technical specifications for Sora 2

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🎬 Perfect For

📱 UGC Creators | 🛍️ E-commerce Brands | 📺 Marketing Agencies | 🎥 Content Studios | 💼 DTC Companies

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💡 Key Features

Forensic Analysis

✅ Frame-by-frame cinematography breakdown
✅ Exact dialogue transcription with filler words
✅ Character appearance documentation
✅ Jump cut and editing style detection
✅ Audio environment mapping

Smart Adaptation

✅ Copywriting-quality dialogue rewriting
✅ Brand voice consistency
✅ Word count matching (±10 words)
✅ Energy and pacing preservation
✅ Product visual swapping

Sora 2 Optimization

✅ 10-15 second clip consolidation
✅ Scene grouping logic
✅ Duration validation (prevents content inflation)
✅ JSON-formatted output for easy integration
✅ Character cameo support (@username)

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📋 Airtable Structure

Fields:

• Name - Ad identifier
• Original Ad URL - Source video link
• Your Product Message - Brand messaging and product details
• Character - Description or Sora 2 cameo (@username)
• Scene 1-5 Prompts - Generated Sora 2 instructions
• Generate Prompts - Button trigger for workflow

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⚙️ Configuration Options

Critical Constraints

maxPromptDuration: 15         // Sora 2 maximum (10 or 15 sec)
maxTotalOverage: 10           // Max seconds over original length
sceneSplitThreshold: 15       // When to break scenes

Gemini Analysis

• Ignore on-screen text and captions
• Group uninterrupted B-roll
• Capture exact dialogue with filler words
• Document jump cuts and editing style

Claude Prompt Generation

• Match original word count (±10 words)
• Preserve sentence structure and rhythm
• Maintain emphasis patterns
• Adapt product references only

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🎯 Use Cases

Industry	Application
🏋️ Fitness	Supplement testimonials
💄 Beauty	Skincare routines
🍽️ Food	Recipe/product demos
👕 Fashion	GRWM content
🏠 Home	Product unboxings

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🌟 Benefits

Traditional Method	UGC Machine
❌ $500-5K per video	✅ $50-200 with Sora 2
❌ 2-4 week production	✅ Same day turnaround
❌ Manual scriptwriting	✅ Auto-adapted copy
❌ Hire actors/crew	✅ AI-generated talent
❌ One-off content	✅ Scalable templates

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🔧 Advanced Features

Dialogue Adaptation Engine

• Matches original pacing (WPM calculation)
• Preserves conversational imperfections
• Maintains emotional arc structure
• Applies brand voice guidelines

Scene Intelligence

• Natural grouping logic (DTC + B-roll)
• Major break point detection
• Duration optimization (10 vs 15 sec decisions)
• Part splitting for long scenes

Quality Control

• Total duration validation
• Content inflation prevention
• Character consistency checks
• Technical spec preservation

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📝 Product Messaging Template

Product Name: [Your Product]
Product Category: [Category]
Visual Description: [Detailed Sora 2 specs]

Brand Voice:
- Tone: [Confident/Casual/Educational]
- Language Style: [Professional/Conversational]
- Key Phrases: [Example messaging]

Key Benefits:
1. [Primary benefit with proof]
2. [Secondary benefit]
3. [Tertiary benefit]

Target Audience:
- Demographics: [Age/interests]
- Pain Points: [Problems you solve]
- Goals: [What they want to achieve]

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🎬 Output Format

JSON Structure:

{
  "prompt_1": "# PROMPT 1 (Duration: 15 seconds)\n\n**Overview:** ...\n\n**Sora Parameters:** ...",
  "prompt_2": "# PROMPT 2 (Duration: 10 seconds)\n\n...",
  "prompt_3": "..."
}

Each prompt includes:

• Duration specification (10 or 15 sec)
• Scene overview and style notes
• Complete Sora 2 parameters
• Sub-scene cinematography details
• Character descriptions
• Adapted dialogue with delivery notes

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🚨 Important Notes

⚠️ Copyright Compliance - Only analyze ads you have rights to replicate
⚠️ Duration Rules - Never exceed original length by >10 seconds
⚠️ Dialogue Matching - Maintain original word count and structure
⚠️ Character Cameos - Use @username format for Sora 2 consistency
⚠️ Technical Specs - Preserve all cinematography details exactly

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🏆 Credits

Created by Chase AI

Ready to scale your content production? Join Chase AI+ for advanced training on building AI agencies.

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Now go create viral content at scale! 🚀🎬