# Extract and summarize company data from Indeed using AI
This workflow automates the collection and analysis of employer information from Indeed. Using web scraping and AI summarization, it delivers structured insights—ideal for HR, recruiters, and labor market analysts who need fast, consistent company profiles.
## Who it´s for
- HR specialists analyzing employer companies
- Recruiters gathering employer brand information
- Labor market analysts tracking company reviews and profiles
- Automation developers in talent acquisition
## What the automation does
- Triggered manually by user request
- Scrapes company page from Indeed via Bright Data Web Unlocker
- Converts Markdown response to clean text using a Google Gemini-powered LLM chain
- Generates concise summaries via a LangChain AI agent
- Supports HTML conversion and output formatting
- Sends results via webhook (e.g., to CRM or internal database)
## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic
- Integrations with Indeed, Bright Data, Google Gemini, and webhook
- Basic textual guide for launch and adaptation
## Requirements for setup
- n8n account (cloud or self-hosted)
- Bright Data account with active Web Unlocker access
- Google Gemini API key
- Target webhook endpoint (e.g., Webhook.site or internal service)
## Benefits and outcomes
- Saves time on manual data collection from Indeed
- Delivers standardized, structured outputs
- Enables integration into CRM or internal systems via webhook
- Supports scalable analysis of multiple companies
- Improves accuracy through AI-powered noise filtering and summarization
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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