Automate Glassdoor Insights with AI: Gemini & Bright Data
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Effortlessly extract and summarize Glassdoor company information using AI. This workflow leverages Bright Data's web scraping capabilities and Google Gemini's powerful language model to deliver concise company insights.
About This Workflow
This n8n workflow automates the process of gathering crucial company information from Glassdoor. It begins by triggering a web scrape of a specified Glassdoor company page using Bright Data's robust scraping infrastructure. The collected data is then processed, with an 'If' condition ensuring that only 'ready' status snapshots proceed. Following a brief wait period, the downloaded data is fed into Google Gemini, an advanced AI model, for summarization. The workflow utilizes Langchain nodes for data loading, text splitting, and summarization, showcasing powerful AI capabilities within n8n. Finally, a webhook notification delivers the summarized insights, streamlining your HR and competitive analysis processes.
Key Features
- Automated Data Extraction: Scrapes company information directly from Glassdoor using Bright Data.
- AI-Powered Summarization: Leverages Google Gemini to condense large datasets into actionable insights.
- Flexible Data Processing: Utilizes Langchain for efficient document loading and text splitting.
- Real-time Notifications: Sends summarized results via webhook for immediate review.
- Status Monitoring: Checks Bright Data snapshot progress to ensure data availability.
How To Use
- Set up Bright Data Credentials: Ensure your Bright Data API credentials are correctly configured in n8n.
- Configure Google Gemini Credentials: Set up your Google Gemini API connection within n8n.
- Trigger the Workflow: Use the manual trigger or integrate it into a larger automation to initiate the Glassdoor scrape.
- Specify the Target URL: In the 'HTTP Request to Glassdoor' node, update the
urlparameter in thejsonBodyto the desired Glassdoor company page. - Monitor Snapshot Status: The workflow automatically checks the status of the Bright Data snapshot.
- Receive Summarized Insights: Configure the 'Configure Webhook Notification' node with your desired webhook URL to receive the AI-generated summary.
Apps Used
Workflow JSON
{
"id": "6d52702f-8149-4dea-b010-c50cc037fe66",
"name": "Automate Glassdoor Insights with AI: Gemini & Bright Data",
"nodes": 17,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 6d52702f-8149...
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