AI Video Analyzer and Replicator: Deconstruct and Recreate Short-Form Videos

Name: AI Video Analyzer and Replicator: Deconstruct and Recreate Short-Form Videos
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Author: Free N8N

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AI & Machine LearningAIApifyGoogle Geminiautomationcontent creationn8nvideo analysisvideo generation

This n8n workflow reverse-engineers short-form AI videos by analyzing Instagram Reels or TikToks. It uses Apify for scraping and Google Gemini to generate a detailed prompt for AI video models to recreate the video.

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About This Workflow

Overview

This workflow automates the process of deconstructing short-form videos from platforms like Instagram Reels and TikTok. It leverages Apify's scraping capabilities to extract video data and then utilizes Google Gemini's advanced AI to analyze the video's visual and auditory components. The goal is to generate a highly detailed, data-driven prompt that can be fed into AI video generation models (like Google Veo or Sora) to create a near-perfect digital replica of the original video. This workflow solves the problem of manual video analysis and prompt engineering for AI video generation, saving significant time and effort.

Key Features

Scrapes video URLs from Instagram Reels and TikTok.
Extracts video content using Apify's AI Scraping tools.
Employs Google Gemini to perform a forensic analysis of the video.
Generates a comprehensive 'Generative Manifest' prompt for AI video models.
Facilitates the creation of exact digital replicas of short-form videos.

How To Use

Trigger the Workflow: Provide an Instagram Reel or TikTok URL via the initial form trigger.
Platform Detection: The 'switch_platform' node determines if the URL is from Instagram or TikTok.
Scrape Video Data: Depending on the platform, either the 'scrape_ig_reel' or 'scrape_tiktok' node fetches the video's raw data.
Process TikTok Data (if applicable): If the source is TikTok, the 'tiktok_to_base64' node converts the video to a base64 format.
Analyze Video with Gemini: The 'analyze_tiktok' node sends the video data (or a pointer to it) and a detailed prompt to Google Gemini for forensic analysis.
Build Final Prompt: The 'build_final_tiktok_prompt' node constructs the comprehensive prompt based on Gemini's analysis.
Output: The generated prompt can then be used with AI video generation tools.

Apps Used

Apify

Google Gemini

automation

content creation

n8n

video analysis

video generation

Workflow JSON

{
  "id": "038df522-d188-4981-8c43-b7394da7efea",
  "name": "AI Video Analyzer and Replicator: Deconstruct and Recreate Short-Form Videos",
  "nodes": 0,
  "category": "AI & Machine Learning",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.