Reddit Comment Sentiment Analysis: Bright Data + Gemini to Sheets

This n8n workflow automates the analysis of Reddit post comments to gauge public sentiment. It starts by scraping comments via Bright Data's robust web scraping tools, bypassing Reddit's restrictions and rate limits. Each comment is then processed by Google Gemini AI, which classifies it as positive, negative, or neutral, providing detailed reasoning for each classification. Results are seamlessly appended to a Google Sheets spreadsheet, including the original comment, sentiment score, and AI explanation.

The benefits are immense for saving time on manual review—transform hours of reading into instant, actionable insights. It's highly scalable for monitoring multiple posts and integrates premium tools for reliability. Customization is straightforward: just input a Reddit URL, configure credentials, and run.

Ideal use cases include brand monitoring to track reputation, market research for product feedback, community management to spot issues early, and content strategy by gauging audience reactions. In real estate lead management, it can analyze discussions on properties or markets to identify leads from positive sentiments.