Spot Workplace Discrimination Patterns with AI

Say goodbye to guesswork in workplace equity analysis!

This automation scrapes company reviews from Glassdoor, analyzes demographic sentiment using AI, and calculates statistical indicators to uncover patterns of bias — complete with powerful visualizations.

Perfect for researchers, HR analysts, DEI teams, and watchdogs focused on workplace fairness.

What it does:

🔍 Scrapes employee reviews from Glassdoor via ScrapingBee

🧠 Analyzes ratings by demographics using AI-powered text analysis

📊 Calculates z-scores, effect sizes, and p-values to surface disparities

📈 Generates bar charts and scatter plots to visualize potential bias

✅ Setup guide & importable automation included

Need help setting it up? We offer full configuration, testing, and ethical review assistance for a one-time fee.