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The 4 systems running while competitors chase the Hype

Complete workflows revealed: TikTok Factory, POV Machine, Veo3 Pipeline, Seedance Automation

Author

Ghiles Moussaoui
September 14, 2025

While most founders are still comparing Veo3 vs Seedance features, a small group deployed complete systems that generate content automatically.

The difference isn't better prompts or newer models. It's systematic automation that runs without oversight.

Here's what's actually working in production right now.

System 1: Viral TikTok Production System

What it does: Daily automated content generation from idea creation through multi-platform publishing, with integrated performance tracking.

Technical components:

  • Scheduled trigger for daily content generation

  • Google Gemini 2.5 Flash for creative ideation with Pinecone vector database research

  • Wavespeed AI (Seedance v1 Pro) for 10-second video clip generation

  • Fal AI MMAudio v2 for ASMR-style sound effects

  • FFmpeg API for video composition and stitching

  • Blotato API for automated publishing to Instagram, YouTube, TikTok, Twitter

  • Google Sheets integration for content tracking and status management

Best applications:

  • ASMR content channels requiring daily video output

  • Product showcase content with "satisfying" cutting/interaction themes

  • Multi-platform content distribution without manual posting

Key workflow steps:

  1. AI generates creative concepts with trending hashtag research

  2. Expands single idea into 13 detailed scene descriptions

  3. Generates 3 video clips in parallel (10 seconds each, 9:16 aspect ratio)

  4. Creates synchronized audio for each clip

  5. Stitches clips into 30-second final video

  6. Publishes simultaneously across configured platforms

  7. Logs results and performance metrics in spreadsheet

System 2: Faceless POV Content Machine

What it does: Converts topic ideas into immersive first-person perspective videos with professional assembly and automated publishing.

Technical components:

  • Google Sheets workflow management with production status filtering

  • OpenAI O1-Mini for detailed POV prompt generation (1000+ character prompts)

  • PiAPI Flux1-dev for 540x960 first-person perspective image generation

  • PiAPI Kling Pro for image-to-video conversion (5-second clips)

  • ElevenLabs for ambient background sound generation

  • Creatomate template system for multi-scene video assembly

  • YouTube API for automated uploads with title and description optimization

Best applications:

  • "Day in the life" content for various professions or scenarios

  • Product demonstration videos from user perspective

  • Educational content showing processes or procedures

Key workflow steps:

  1. Reads video topics from Google Sheets (filtered by "for production" status)

  2. Generates 5 short POV scene titles from main topic

  3. Expands each title into detailed first-person visual prompt

  4. Creates high-resolution images for each scene

  5. Converts images to 5-second video clips with natural movement

  6. Generates matching ambient audio for each scene

  7. Assembles clips with transitions and overlay text using Creatomate

  8. Uploads to YouTube with optimized metadata

  9. Updates tracking sheet with final video URL

System 3: Veo3 Production Pipeline

What it does: Telegram-integrated video generation using Veo3 with advanced error handling, fallback systems, and high-resolution processing.

Technical components:

  • Telegram bot integration for image and text prompt input

  • Kie.ai Veo3 Fast API for 16:9 video generation

  • Multi-tier error handling with success/failure/retry logic

  • Fallback generation system for failed renders

  • 1080p high-resolution video retrieval capability

  • Status polling with configurable wait times

Best applications:

  • On-demand video generation from mobile device

  • Professional video creation with broadcast quality output

  • Scenarios requiring reliable generation with fallback options

Key workflow features:

  1. Switch Logic: Automatic status checking with success/in-progress/error routing

  2. Fallback System: Retry generation with enableFallback parameter if initial attempt fails

  3. High-Res Mode: 1080p upscaling retrieval for broadcast-quality output

  4. Telegram file integration for reference images

  5. Configurable wait times (10-60 seconds) based on generation complexity

  6. Direct video delivery via Telegram

System 4: Seedance Automation Pipeline

What it does: Streamlined video production focused specifically on Seedance AI with integrated sound generation and final assembly.

Technical components:

  • OpenAI GPT-4.1 for creative ideation and detailed prompt generation

  • Wavespeed AI Seedance v1 Pro for video clip creation (9:16, 10-second duration)

  • Fal AI MMAudio v2 for sound generation synchronized to video content

  • Fal AI FFmpeg API for final video composition

  • Google Sheets logging with production status tracking

Best applications:

  • Consistent content creation with Seedance-specific optimization

  • Scenarios requiring reliable sound-video synchronization

  • Simplified workflow for teams focused on single AI video provider

Key workflow steps:

  1. Generates creative concepts with structured JSON output format

  2. Expands concepts into detailed scene descriptions

  3. Creates 3 video clips using Seedance (with 3-second intervals between generations)

  4. Generates matching audio for each clip (5-second duration each)

  5. Sequences clips into final 30-second video

  6. Updates Google Sheets with final video URL and production status

Technical Requirements & Setup

Infrastructure needed:

  • n8n workflow automation platform (self-hosted or cloud)

  • API credentials for respective services (varies by chosen system)

  • Google account for Sheets integration and file management

  • Platform-specific API access for automated publishing

Typical setup time: 2-4 hours per system for initial configuration and testing

Performance considerations:

  • Video generation: 30 seconds to 4 minutes per clip depending on complexity

  • Batch processing: Systems handle 10-50 videos daily reliably

  • Error rates: Built-in retry and fallback mechanisms maintain 85-95% success rates

Implementation Approach

Choose based on current needs:

  • High-volume social content: Viral TikTok System (System 1)

  • Professional POV content: Faceless POV Machine (System 2)

  • On-demand quality generation: Veo3 Pipeline (System 3)

  • Seedance-focused workflow: Seedance Automation (System 4)

Setup sequence:

  1. Import chosen JSON workflow into n8n

  2. Configure required API credentials

  3. Test with single content piece

  4. Adjust parameters based on output quality

  5. Enable automation and monitoring

Optimization phase:

  • Monitor generation success rates and output quality

  • Adjust wait times and retry logic based on API performance

  • Configure content tracking and performance metrics

  • Scale volume gradually based on system stability

Access all four workflow systems:
Download complete JSON files + documentation

P.S. If you need implementation or customization just reply to this email and I will get back to you.