Automated YouTube Comment Sentiment Analysis with Google Gemini AI & Sheets

Overview

This workflow automates the process of extracting comments from YouTube videos, analyzing their sentiment using Google Gemini AI, and storing the results in Google Sheets for further review and reporting.

Key Features

• Automated Comment Retrieval: Fetches comments from YouTube videos, including handling multiple pages via API.
• AI-Powered Sentiment Analysis: Utilizes Google Gemini AI to assess the sentiment (positive, negative, neutral) of each comment.
• Data Logging: Saves analyzed comments and sentiment scores directly into Google Sheets for easy access and sharing.
• Conditional Logic: Employs logic nodes to manage pagination and ensure all comments are processed.

Benefits

• Time Savings: Eliminates manual collection and analysis of YouTube comments, streamlining feedback monitoring.
• Actionable Insights: Provides quick sentiment insights to inform marketing, content, or community strategies.
• Seamless Integration: Connects YouTube, Google Gemini AI, and Google Sheets in a unified workflow.

Use Cases

• Marketing Teams: Monitor brand sentiment and campaign feedback on YouTube.
• Content Creators: Track audience reactions and improve engagement strategies.
• Analytics: Aggregate and visualize sentiment trends over time for reporting and decision-making.