Reports and Analytics

AI Agent that Audits Glassdoor Reviews

Built for Managerial Teams

Are you spending too much time reading Glassdoor reviews just to understand how different groups experience a workplace? Do you struggle to spot bias because the insights are buried in scattered feedback?

This AI agent scans company reviews, breaks down feedback by demographic group, and highlights patterns that scorecards miss so you can uncover bias signals quickly without spending hours reading and guessing.

Try this AI Agent now
llustration showing automation benefits with 90% less time wasted and a 2-minute runtime, featuring a happy woman using a laptop and a phone displaying colorful review ratings.

What to Expect

Fully automated AI that scans Glassdoor reviews and highlights bias patterns by demographic group, built for HR teams, analysts, and DEI leaders.

It compares how different groups experience the same workplace, using real reviews instead of surface level scores.

n8n workflow diagram for automated bias analysis, including company search, demographic extraction, review summarization, statistical calculations, chart generation, and AI-driven text analysis.

You give it a company name and the automation takes over from there. It pulls reviews from Glassdoor, breaks them down by group (like women, LGBTQ+ folks, or veterans), and highlights where workplace experiences differ. Two clear visuals — a scatterplot and a bar chart — make it easy to see which companies are more fair and which ones are not.

Instead of guessing from star ratings, you get structured, bias aware signals you can trust.

The old way?
Done manually.

Here’s what the old process looked like:
Manually search Glassdoor for relevant reviews
Copy and paste text into scattered spreadsheets
Sort through experiences by demographic group by hand
Guess at patterns without real statistical checks
Hope your manual comparisons held up
Even after all that, the results were slow, inconsistent, and easy to misread.

The new way?
Fully automated.

With this automation, the entire process gets handled for you:
Scan Glassdoor pages without manual search
Group and compare reviews by demographic tags
Run effect sizes and confidence checks behind the scenes
Get two clean visuals that surface the real patterns
Review fairer, faster, and with less guesswork
You spend less time wrangling data and more time acting on what’s real.

Streamline Your Workflow

Book a free 30-minute automation check-up and learn how no-code tools can simplify your processes.

How the Automation Comes Together

A structured automation turns Glassdoor reviews into clear, actionable signals without any manual steps.

n8n runs the entire flow from input to output, while ScrapingBee collects HTML content directly from Glassdoor pages.

OpenAI processes the raw reviews into structured insights, and QuickChart generates clear visualizations to highlight bias patterns.
Workflow illustration showing web data processed through n8n automation, integrating web scraping, AI analysis, and visual analytics for insights.
AI Agent toolkit

Tools used to build this AI agent

n8n logo
n8n

Orchestrates the full automation flow, from search to charts.

openai logo
OpenAI

Powers the analysis, extraction, and summary, using clean, natural language.

scrapingbee logo
ScrapingBee

Crawls Glassdoor data with stealth proxy to avoid blocks.

What You'll Gain

90% less time wrangling reviews

The agent handles collection, extraction, and analysis so you don’t have to touch a spreadsheet.

1-click analysis

Just enter a company name, and everything from scraping to reporting runs automatically in one flow.

Real bias detection

It measures statistical differences across gender, race, ability, caregiving, and more with real metrics.

Built-in summary and visual output

You get clean charts and a written summary without lifting a finger or doing the math.

Runs in under 2 minutes

From company name to scatterplot and bias report, the full process finishes almost instantly.

Cost Comparison with AI Agents

Here’s a quick overview to help assess monthly costs and workload volume for ongoing operations.
vs
AI Agent for Glassdoor Audits
Starts around $50 to $120/month. Covers OpenAI usage, n8n hosting, and proxy scraping.
Handles 500+ reviews per company. No burnout, no breaks, runs 24/7.
Manual Analysis
Anywhere from $2,000 to $5,000/month. Includes research time, tools, and analysts.
Limited by team hours. Manually reviewing 100–300 reviews can take days.
We automate, you accelerate

We'll handle the tech so you don't have to.

You don’t need to set up or learn how automation works.
Our AI agents are built to run fully hands-off, like a clone that handles the repetitive tasks for you.

Need something custom? We’ll handle it all including:

What is prompt writing and optimization?

It is the process of crafting and refining instructions for AI so it understands the task, delivers accurate results, and formats the output exactly how you need it.
What we do exactly?
Understand your context and use case
Help optimize and rewrite your prompts
Test and refine outputs until it’s working perfectly

What is automation flow design and testing?

This is where we map out how your AI agent behaves: when it runs, what it checks, how it reacts, and what to do if something fails. We don’t just build it. We test it end to end.
What we do exactly?
Design the full logic and decision tree
Add fallback steps for edge cases
Run multiple rounds of testing before launch

What are tool integrations?

We connect your AI agent to the tools you already use. Email, spreadsheets, CRMs, databases, APIs, and more. Everything stays in sync without you needing to copy and paste a thing.
What we do exactly?
Identify which tools your agent needs to talk to
Set up reliable two-way connections
Ensure smooth data flow across systems

What is delivery setup?

Delivery setup means we make sure your AI’s output gets exactly where you need it. Whether that's your inbox, a Google Sheet, your Slack channel, or a CRM.
What we do exactly?
Configure where and how outputs get delivered
Format results so they’re ready to use
Schedule timing or triggers for delivery

What is ongoing maintenance and updates?

AI agents aren't set and forget. We handle updates to prompts, workflows, and integrations so your system keeps working as your needs change.
What we do exactly?
Monitor performance and catch issues early
Update logic, prompts, or tools as needed
Keep everything running behind the scenes

Let us handle it for you.

Just send us an email and tell us the task that is wasting your time and we’ll design the agent and run it in the background.

Or, enter your email and we'll send you how to get started.

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Frequently asked questions

We’ve covered the usual questions. Got a unique one? Send us an email

Can I use this for any company on Glassdoor?

Yes. Just type the company name, this agent fetches and analyzes review data automatically. No need to log in or scrape by hand.

Does it work even if some demographics have few reviews?

It does. The agent filters out statistically weak data and focuses on what’s meaningful, so you only see reliable comparisons.

Do I need to understand stats to use this?

Nope. The agent does the math, builds the charts, and even writes up the insights in plain English.

Built to be Cloned

You can take this exact n8n workflow, add your own API keys, and have a fully working bias detection agent up and running today. It is built to scale. Use it for one company or run it across dozens.

If you have dealt with vague DEI reports or struggled to see how different groups actually experience a workplace, this cuts through the noise. You get structured insights pulled directly from real employee reviews.

It is ready out of the box, easy to adapt, and works on any company you want to analyze.

Need help getting it live? Just ask. Fill the form or Send us an email

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{ "automation_name": "AI Agent for Glassdoor Review Audits", "type": "AI-Powered Sentiment and Bias Analysis Workflow", "tech_stack": ["n8n", "OpenAI GPT-4", "Browse AI", "Google Sheets"], "data_sources": ["Glassdoor reviews", "Demographic segments", "Company pages"], "output_format": ["Bias analysis reports", "Sentiment summaries", "Google Sheets exports", "Visual dashboards"], "prompt_style": "Bias detection and thematic clustering with structured summary output", "use_cases": [ "Analyze Glassdoor reviews for hidden bias and sentiment patterns", "Group feedback by team, gender, race, or role", "Support DEI teams with scalable feedback audits", "Summarize key issues across multiple departments for leadership" ], "deployment": "Self-hosted on n8n using Browse AI for scraping, GPT-4 for analysis, and Google Sheets for output logging", "tags": ["AI agent", "Glassdoor analysis", "bias detection", "DEI automation", "sentiment analysis", "n8n", "GPT-4", "HR analytics"] }