Automate Glassdoor Insights with AI-Powered Summarization
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Leverage AI to automatically scrape and summarize crucial company information from Glassdoor. Get concise, AI-generated insights delivered directly to you, saving you time and effort in your HR and recruitment processes.
About This Workflow
This n8n workflow revolutionizes how you gather and understand company intelligence from Glassdoor. It seamlessly integrates Bright Data's powerful web scraping capabilities with Google Gemini's advanced AI to extract and summarize company information. Imagine instantly receiving concise, AI-generated summaries of company reviews, culture, and insights, eliminating the need for manual data sifting. This workflow is designed for HR professionals, recruiters, and business analysts who need to make informed decisions quickly and efficiently. By automating the tedious process of data collection and analysis, you can focus on strategic tasks and gain a competitive edge.
Key Features
- Automated Data Extraction: Utilizes Bright Data Web Scraper to reliably extract data from Glassdoor.
- AI-Powered Summarization: Employs Google Gemini Flash Exp model for concise and insightful content summarization.
- Status Monitoring: Includes a mechanism to check the status of the data extraction process.
- Configurable Wait Times: Allows for adjustments in waiting periods for data availability.
- Webhook Notifications: Enables sending summarized insights to a specified webhook for immediate action.
How To Use
- Trigger Workflow: Initiate the workflow by clicking 'Test workflow' or setting up an external trigger.
- Initiate Data Scraping: The 'HTTP Request to Glassdoor' node triggers Bright Data to scrape the specified Glassdoor URL.
- Monitor Snapshot Status: The 'Check Snapshot Status' node polls Bright Data's API to determine when the scraping is complete.
- Conditional Processing: An 'If' node checks if the snapshot status is 'ready' before proceeding.
- Download Data: Once ready, the 'Download the Snapshot Response' node fetches the scraped data.
- Process with AI: The 'Default Data Loader', 'Recursive Character Text Splitter', and 'Google Gemini Chat Model' nodes prepare the data for summarization.
- Summarize Content: The 'Summarization of Glassdoor Response' node uses Google Gemini to generate a concise summary.
- Receive Notifications: The 'Configure Webhook Notification' node sends the AI-generated summary to a specified webhook.
Apps Used
Workflow JSON
{
"id": "d5b65709-8a79-445b-9bdd-bd1438c592a5",
"name": "Automate Glassdoor Insights with AI-Powered Summarization",
"nodes": 18,
"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: d5b65709-8a79...
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