Summarize Glassdoor Reviews with Gemini & Bright Data Scraper

This n8n workflow streamlines the process of gathering and analyzing employee sentiment from Glassdoor. It starts by sending an HTTP request to the Bright Data Web Scraper API to collect company reviews and data. The workflow then polls Bright Data until the scraping job completes, downloads the fresh snapshot of Glassdoor content, and feeds it into Google Gemini for intelligent summarization, extracting key insights like strengths, weaknesses, overall sentiment, and emerging patterns.

The benefits are significant for scalability and efficiency: eliminates manual review sifting, provides real-time employer brand monitoring, and generates concise, leadership-ready reports. It saves hours of tedious analysis, reduces subjectivity, and enables proactive HR strategies based on data-driven insights from thousands of reviews.

Ideal use cases include talent acquisition for competitor benchmarking, employer branding teams tracking perception shifts, market researchers compiling industry reports, and BI analysts feeding dashboards. Perfect for large organizations or those with subsidiaries needing automated, ongoing Glassdoor intelligence without constant oversight.

Setup requires a Bright Data account with Web Unlocker zone and n8n credentials for Header Auth. Configure company details in the initial node, Gemini API key, and target webhook for outputs.