YouTube Comment Sentiment Analyzer with Google Sheets & OpenAI

Unlock YouTube comment insights — no spreadsheets, no hassle.

This automation reads video links from your Google Sheet, pulls top-level comments from YouTube, runs deep sentiment analysis using OpenAI, and logs everything back in your sheet — complete with metadata. No more manual exports, tagging, or copy-pasting across platforms.

Perfect for marketers, influencers, and data teams who want instant audience intelligence at scale.

What it does:

📥 Reads YouTube video URLs from a Google Sheet

💬 Fetches all top-level comments (handles pagination)

🧠 Classifies each comment as Positive, Neutral, or Negative using OpenAI

🗂️ Logs sentiment + metadata (author, likes, timestamp) back to your sheet

🧾 Automatically updates rows — ready for reporting or analysis

✅ Setup guide & importable workflow included

Need help getting started? We offer full configuration and testing for a one-time fee.