# Automated summarization of company reviews from Glassdoor for HR analysis
This workflow automatically extracts and summarizes employee reviews from Glassdoor using web scraping and AI-powered summarization. Designed for HR professionals and market researchers who need fast, accurate insights into employer reputation without manual browsing.
## Who it´s for
- HR analysts researching competitor employer brands
- Recruiters preparing candidate-facing employer materials
- Employer branding consultants compiling data-driven reports
- Labor market researchers automating review collection
## What the automation does
- Triggered manually by user input
- Uses Bright Data API to scrape company page on Glassdoor
- Polls snapshot status in a loop until content is ready
- Downloads raw review text upon completion
- Splits content into chunks using LangChain’s Recursive Text Splitter
- Sends each chunk to Google Gemini for summarization
- Aggregates partial summaries into a final concise report
- Delivers output to a configured webhook endpoint
## What´s included
- Ready-to-use n8n workflow
- Trigger and error handling logic
- Integrations with Bright Data Web Scraper, Glassdoor, Google Gemini API, and webhook
- Basic textual setup guide
## Requirements for setup
- n8n instance (cloud or self-hosted)
- Bright Data account with Web Scraper API access
- Google Gemini API key
- Webhook endpoint to receive summary (e.g., webhook.site or internal API)
## Benefits and outcomes
- Saves hours of manual review reading
- Delivers neutral, structured summaries of company culture
- Enables side-by-side comparison of multiple employers
- Supports strategic decisions in hiring and employer branding
- Scalable: reuse template across dozens of companies
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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