YouTube Comment Sentiment Analysis with Google Gemini AI and Google Sheets

Say goodbye to manually sifting through YouTube comments!

This automation uses AI to perform real-time sentiment analysis on video comments, helping you instantly understand how your audience feels about your content. Perfect for creators, marketers, and agencies who want data-driven insights — all stored in Google Sheets for easy access.

Whether you're managing one channel or many, this tool makes feedback analysis automatic and actionable.

What it does:

🧠 Uses LLMs to categorize YouTube comments by sentiment
📈 Monitors audience feedback in real-time
📊 Saves analysis to Google Sheets (with update logic to prevent duplicates)
🔁 Handles comment pagination for long threads
🌍 Supports multiple languages and platforms (e.g., TikTok, Instagram)
🧩 Modular design for toxic comment filtering, translation & more

✅ Setup guide & importable automation included

Need help setting it up? We offer full configuration and testing for a one-time fee.