π¦π 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.
β¨ Key Features
- Video Performance Analysis: Extracts metrics like views, likes, and comments to evaluate the video's success.
- Comment Sentiment Analysis: Determines the tone of comments (positive, neutral, or negative) to understand audience sentiment.
- Recurring Themes Detection: Identifies common topics or questions in comments to highlight viewer interests.
- Engagement Drivers: Pinpoints what aspects of the video resonated most with viewers.
- Actionable Recommendations: Offers strategies for creating follow-up content or improving future videos.
- Keyword Suggestions: Extracts frequently mentioned terms for better discoverability on YouTube.
- Collaboration Opportunities: Suggests potential partnerships based on viewer feedback or related channels.
π οΈ How to Use
-
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.
-
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.
-
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.
-
View or Share Results:
- The report is converted into Markdown and can be emailed via Gmail or saved to Google Drive as a document.
π 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.