Spot Workplace Discrimination Patterns with AI and n8n
detail.loadingPreview
Leverage n8n and OpenAI to scrape Glassdoor data and analyze it for potential workplace discrimination patterns based on demographics. This workflow helps identify systemic issues by processing company reviews and demographic information.
🚀Ready to Deploy This Workflow?
About This Workflow
Overview
This n8n workflow automates the process of identifying potential workplace discrimination patterns by analyzing company reviews from Glassdoor. It starts by manually triggering the workflow, defining a company name, and then scraping Glassdoor for relevant company information and reviews. The workflow utilizes OpenAI's Chat Model to process the extracted text data, looking for specific demographic indicators and sentiment. By combining scraping and AI analysis, this workflow aims to uncover systemic biases and provide insights into the workplace environment, helping to address potential issues proactively.
Key Features
- Automated data scraping from Glassdoor for company reviews.
- AI-powered analysis using OpenAI Chat Model for sentiment and demographic pattern detection.
- Configurable demographic categories for targeted analysis.
- Extraction of key review summaries and demographic data modules.
- Potential for identifying trends in workplace discrimination.
How To Use
- Click 'Test workflow' to initiate the process.
- Configure the 'SET company_name' node with the company you wish to analyze.
- Ensure your ScrapingBee and OpenAI credentials are set up correctly.
- The workflow will scrape Glassdoor, extract review content, and use OpenAI to analyze it for demographic patterns.
- Review the output to identify potential discrimination patterns.
Apps Used
Workflow JSON
{
"id": "96552b77-411a-4b4c-85ce-c354f47fb7c0",
"name": "Spot Workplace Discrimination Patterns with AI and n8n",
"nodes": 0,
"category": "AI Research, RAG and Data Analysis",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 96552b77-411a...
About the Author
Free n8n Workflows Official
System Admin
The official repository for verified enterprise-grade workflows.
Statistics
Verification Info
Related Workflows
Discover more workflows you might like
AI-Driven Product Data Enrichment from Images and URLs
Leverage AI to enrich product data by performing reverse image searches with the SERP Google Reverse Image API and scraping web content with Firecrawl. This workflow helps automate product information gathering and analysis.
Format OpenAI Assistant Citations for File Retrieval RAG
This n8n workflow enhances OpenAI Assistant RAG by extracting and formatting citations from file retrieval. It uses HTTP requests and data manipulation nodes to ensure clean, referenceable output.