Automate YouTube Comment Sentiment Analysis with AI
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Effortlessly analyze the sentiment of your YouTube comments using AI. This workflow automatically fetches comments, processes them with advanced AI models, and stores the sentiment results for actionable insights.
About This Workflow
Unlock deeper understanding of your audience with this n8n workflow designed for automated YouTube comment sentiment analysis. It seamlessly integrates with YouTube APIs to fetch comments associated with your videos. Each comment is then processed by powerful AI language models (like Google Gemini) to determine its sentiment – positive, negative, or neutral. The workflow intelligently handles pagination for comprehensive data retrieval. Finally, all analyzed comments, along with their sentiment, are organized and saved to Google Sheets, providing a clear, actionable dataset for content strategy, community management, and product development. Streamline your feedback loop and make data-driven decisions with this robust automation.
Key Features
- Automated Comment Fetching: Retrieves comments directly from YouTube.
- AI-Powered Sentiment Analysis: Utilizes advanced AI models to accurately detect comment sentiment.
- Pagination Handling: Ensures all comments are captured, even across multiple pages.
- Google Sheets Integration: Saves analyzed data for easy access and further analysis.
- Flexible Configuration: Adaptable to various YouTube video IDs and output destinations.
How To Use
- Trigger: Start the workflow manually or set up an automated trigger.
- Video ID: Configure the 'ID Video' node with the YouTube video ID(s) you want to analyze.
- Fetch Comments: The 'Get API Comments' node will retrieve comments using the provided video ID.
- Pagination Check: The 'Multipage?' node determines if more pages of comments exist, influencing subsequent fetches.
- Comment Processing Loop: The 'Loop Over Comments' node iterates through each fetched comment.
- Sentiment Analysis: The 'Sentiment Analysis' node (powered by LangChain/Google Gemini) determines the sentiment of each comment.
- Save Results: The 'Update sentiment' node sends the comment and its analyzed sentiment to Google Sheets.
- Optional Output: The 'Split comments' and 'Save comments' nodes can be configured to save raw comments if needed.
Apps Used
Workflow JSON
{
"id": "1af79bc8-0d56-48b4-9f07-0dec75d9ba65",
"name": "Automate YouTube Comment Sentiment Analysis with AI",
"nodes": 13,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 1af79bc8-0d56...
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