Summarize & Extract Glassdoor Company Info with Google Gemini and Decode

This workflow automates company research and intelligence extraction from Glassdoor using Decode API for data retrieval and Google Gemini for AI-powered summarization.

Who this is for

This workflow is ideal for:

• Recruiters, analysts, and market researchers looking for structured insights from company profiles.
• HR tech developers and AI research teams needing a reliable way to extract and summarize Glassdoor data automatically.
• Venture analysts or due diligence teams conducting company research combining structured and unstructured content.
• Anyone who wants instant summaries and insights from Glassdoor company pages without manual scraping.

What problem this workflow solves

• Manual Data Extraction: Glassdoor company details and reviews are often scattered and inconsistent, requiring time-consuming copy-paste efforts.
• Unstructured Insights: Raw reviews contain valuable opinions but are not organized for analytical use.
• Fragmented Company Data: Key metrics like ratings, pros/cons, and FAQs are mixed with irrelevant data.
• Need for AI Summarization: Business users need a concise, executive-level summary that combines employee sentiment, culture, and overall performance metrics.

This workflow automates data mining, summarization, and structuring, transforming Glassdoor data into ready-to-use JSON and Markdown summaries.

What this workflow does

The workflow automates the end-to-end pipeline for Glassdoor company research:

1. Trigger

   • Start manually by clicking “Execute Workflow.”

2. Set Input Fields

   • Define company_url (e.g., a Glassdoor company profile link) and geo (country).

3. Extract Raw Data from Glassdoor (Decodo Node)

   • Uses the Decodo API to fetch company data — including overview, ratings, reviews, and frequently asked questions.

4. Generate Structured Data (Google Gemini + Output Parser)

   • The Structured Data Extractor node (powered by Gemini AI) processes raw data into well-defined fields:

     • Company overview (name, size, website, type)
     • Ratings breakdown
     • Review snippets (pros, cons, roles)
     • FAQs
     • Key takeaways

5. Summarize the Insights (Gemini AI Summarizer)

   • Produces a detailed summary highlighting:

     • Company reputation
     • Work culture
     • Employee sentiment trends
     • Strengths and weaknesses
     • Hiring recommendations

6. Merge and Format

   • Combines structured data and summary into a unified object for output.

7. Export and Save

   • Converts the final report into JSON and writes it to disk as
     C:\{{CompanyName}}.json.

8. Binary Encoding for File Handling

   • Prepares data in base64 for easy integration with APIs or downloadable reports.

Setup

Prerequisites

• n8n instance (cloud or self-hosted)
• Decodo API credentials (added as decodoApi)
• Google Gemini (PaLM) API credentials
• Access to the Glassdoor company URLs

Make sure to install the Decodo Community Node.

Steps

1. Import this workflow JSON file into your n8n instance.

2. Configure your credentials for:

   • Decodo API
   • Google Gemini (PaLM) API

3. Open the Set the Input Fields node and replace:

   • company_url → with the Glassdoor URL
   • geo → with the region (e.g., India, US, etc.)

4. Execute the workflow.

5. Check your output folder (C:\) for the exported JSON report.

How to Customize This Workflow

You can easily adapt this template to your needs:

• Add Sentiment Analysis

  • Include another Gemini or OpenAI node to rate sentiment (positive/negative/neutral) per review.

• Export to Notion or Google Sheets

  • Replace the file node with a Notion or Sheets integration for live dashboarding.

• Multi-Company Batch Mode

  • Convert the manual trigger to a spreadsheet or webhook trigger for bulk research automation.

• Add Visualization Layer

  • Connect the output to Looker Studio or Power BI for analytical dashboards.

• Change Output Format

  • Modify the final write node to generate Markdown or PDF summaries using the pypandoc or reportlab module.

Summary

This n8n workflow combines Decode web scrapping with Google Gemini’s reasoning and summarization power to build a fully automated Glassdoor Research Engine.

With a single execution, it:

• Extracts structured company details
• Summarizes thousands of employee reviews
• Delivers insights in an easy-to-consume format

Ideal for:

• Recruitment intelligence
• Market research
• Employer branding
• Competitive HR analysis