“YouTube Comment Intelligence Automation System”
This project is an AI-powered workflow designed to automate the extraction, processing and structuring of YouTube comments into actionable data. It collects video URLs from Google Sheets, extracts video IDs and fetches real-time comment threads using the YouTube Data API.
The workflow processes live comment data through a structured pipeline extracts key information such as author details, video references and engagement metrics and organizes everything into a clean, analysis-ready format in Google Sheets.
The system also includes automated batching, duplicate handling and error management, ensuring smooth and reliable execution even at scale. This creates a fully automated pipeline for turning unstructured YouTube engagement data into structured intelligence.
🔹 Tech Stack:
👽) n8n - Workflow automation and orchestration
👽) YouTube Data API - Real-time comment extraction
👽) Google Sheets - Data storage and management
👽) JavaScript - Data parsing and transformation
👽) HTTP Request Node - API integration and handling
🔹 Key Features:
👽) Automated YouTube comment extraction
👽) Real-time data collection from videos
👽) Structured transformation of unorganized comments
👽) Google Sheets integration for storage and tracking
👽) Duplicate prevention using video ID matching
👽) Error handling and fallback routing
👽) Batch processing for efficient execution
👽) Fully automated and scalable workflow