Automate Indeed Company Data Scraping and AI Summarization with Airtable, Bright Data, and Google Gemini
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Streamline your recruitment and market research by automatically scraping company data from Indeed. This workflow leverages AI to summarize findings and integrate with Airtable and Bright Data for efficient data management and enhanced scraping capabilities.
About This Workflow
This powerful n8n workflow automates the process of gathering and analyzing company information from Indeed. By integrating with Bright Data's Web Unlocker, it overcomes common scraping challenges, ensuring reliable data extraction. The scraped raw data is then transformed into digestible text using Google Gemini's AI capabilities, enabling intelligent summarization and analysis.
Further enhancing its functionality, the workflow connects with Airtable to manage your target company links and output, making it a comprehensive solution for HR, engineering, and market intelligence professionals. The use of the Google Gemini Flash Exp model ensures efficient and cost-effective AI processing. This template is designed to provide deep insights into companies listed on Indeed, saving you valuable time and resources.
Key Features
- Automated Indeed Data Scraping: Effortlessly collect company data from Indeed using Bright Data's advanced proxy solution.
- AI-Powered Summarization: Utilize Google Gemini to intelligently summarize scraped company information.
- Airtable Integration: Seamlessly manage your scraping targets and store results in your Airtable base.
- Markdown to Text Conversion: Convert complex markdown data into easily processable textual formats.
- Flexible Webhook Notifications: Configure webhook endpoints to receive structured data for further processing or integration.
How To Use
- Connect Airtable: Ensure your Airtable base is configured with a table named 'Indeed' and a column for company 'Link' (e.g., 'https://www.indeed.com/cmp/Your-Company-Name').
- Configure Bright Data: Set up your Bright Data account and obtain your zone details. Update the 'Set Bright Data Zone' node with your specific zone.
- Set Up Google Gemini Credentials: Obtain your Google Gemini API key and configure the 'Google Gemini(PaLM) Api account' credential in n8n.
- Update Webhook URL: In both the 'Webhook HTTP Request' and 'Initiate a Webhook Notification for Markdown to HTML Response' nodes, replace the placeholder
https://webhook.site/daf9d591-a130-4010-b1d3-0c66f8fcf467with your desired webhook endpoint. - Run the Workflow: Trigger the workflow manually via the 'Test workflow' button or by setting up your preferred trigger. The workflow will then scrape data from Indeed, process it with AI, and send the structured results to your webhook.
Apps Used
Workflow JSON
{
"id": "15ee76bf-54d5-4f7b-90b0-c6ade491689a",
"name": "Automate Indeed Company Data Scraping and AI Summarization with Airtable, Bright Data, and Google Gemini",
"nodes": 12,
"category": "DevOps",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 15ee76bf-54d5...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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