Description
Get instant, AI-powered insights from your YouTube video comments and performance metrics. This workflow empowers creators to understand their audience, discover content opportunities, and improve engagement—all from a single automation.
🧠 How It Works:
✅ 🎯 Input Setup – Add your YouTube Video ID and Google API key in the Workflow Variables node ✅ 📊 Video Metrics – Fetch views, likes, and comment counts using the YouTube Data API ✅ 💬 Comment Retrieval – Collect all comments using paginated API requests ✅ 🤖 Sentiment Analysis – Run AI on comments to detect tone: positive, neutral, or negative ✅ 🧵 Theme Detection – Analyze recurring topics, questions, and feedback ✅ 🧠 Insight Engine – Identify engagement drivers and viewer behavior patterns ✅ 📝 Report Generation – Generate a Markdown report with detailed findings and recommendations ✅ 📧 Share Output – Send via Gmail or save to Google Drive
🔍 It Automates:
✅ Video performance tracking (views, likes, comments) ✅ Full comment thread scraping with pagination ✅ AI-driven sentiment analysis and keyword extraction ✅ Thematic and behavioral trend mapping ✅ Actionable content and improvement suggestions ✅ Shareable report generation and distribution
💡 Why Choose This Workflow:
✅ Save hours of manual comment reading ✅ Make data-driven content decisions ✅ Improve video engagement and audience retention ✅ Discover collaboration and community opportunities ✅ Boost video visibility with keyword insights
👤 Who Is This For:
✅ YouTube creators and influencers ✅ Channel managers and marketing teams ✅ Content strategists and brand partners ✅ Data-driven content creators seeking to scale
🔗 Integrations:
✅ YouTube Data API (via Google API key) ✅ OpenAI (for sentiment and theme analysis) ✅ Gmail (to email the final report) ✅ Google Drive (to store the generated document)
📈 Build Better Videos with Audience-Driven Insights This workflow lets creators turn raw comments into strategy. Discover what resonates, uncover improvement areas, and find your next viral topic—powered by your viewers' words.
Link : https://lovable.dev/projects/28221449-3e5c-46ea-b6b7-a8813d06f319
