📊 🎦🚀 YouTube video comment analysis agent

⚡ 5,025 views · 📊 Market Research & Insights

💡 Pro Tip — YouTube’s API quotas can be a bottleneck when you’re pulling data at scale. ScraperNode is a community node with dedicated scrapers for channels, videos, and comments — no quota limits, just structured data.

Description

🎦🚀 YouTube Video Comment Analysis Agent

This n8n workflow is designed to help YouTube creators analyze video details and comments to generate a comprehensive and actionable report. The workflow provides insights into video performance, audience engagement, and viewer feedback, helping creators identify trends, interests, and opportunities for future content creation.

✨ Key Features

1. Video Performance Analysis: Extracts metrics like views, likes, and comments to evaluate the video’s success.
2. Comment Sentiment Analysis: Determines the tone of comments (positive, neutral, or negative) to understand audience sentiment.
3. Recurring Themes Detection: Identifies common topics or questions in comments to highlight viewer interests.
4. Engagement Drivers: Pinpoints what aspects of the video resonated most with viewers.
5. Actionable Recommendations: Offers strategies for creating follow-up content or improving future videos.
6. Keyword Suggestions: Extracts frequently mentioned terms for better discoverability on YouTube.
7. Collaboration Opportunities: Suggests potential partnerships based on viewer feedback or related channels.

🛠️ How to Use

1. Set Up Workflow Variables:

   • Add your GOOGLE_API_KEY and the VIDEO_ID of the YouTube video you want to analyze in the “Workflow Variables” node.
   • Ensure your Google API key has access to the YouTube Data API.

2. Run the Workflow:

   • Trigger the workflow manually or through another workflow using the “Execute Workflow Trigger” node.
   • The workflow will fetch video details and comments using pagination to ensure all data is captured.

3. Generate Insights:

   • The workflow processes video details and comments to create a detailed report with actionable insights.
   • Outputs include sentiment analysis, engagement drivers, content opportunities, and audience profiling.

4. View or Share Results:

   • The report is converted into Markdown and can be emailed via Gmail or saved to Google Drive as a document.

🌟 Value from This Workflow

• Gain a deeper understanding of your audience’s preferences and feedback.
• Identify trends and engagement drivers to replicate success in future videos.
• Discover new content opportunities based on viewer questions and suggestions.
• Improve discoverability by leveraging keyword suggestions extracted from comments.
• Build stronger connections with your audience by addressing their needs effectively.

🔗 Nodes Used

HTTP Request, Google Drive, Gmail, Markdown, Execute Workflow Trigger, AI Agent

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup