Finds and evaluates LinkedIn candidates from job…

This automation streamlines candidate sourcing by accepting a job description via webhook, extracting key requirements with LangChain and OpenAI, searching for LinkedIn profiles via Google Custom Search, scraping data through Apify, evaluating relevance using an LLM, and saving structured results to Google Sheets. Designed for recruiters, HR professionals, and agencies aiming to reduce manual effort in early-stage hiring.

## Who it´s for
- Recruiters automating candidate search based on job descriptions
- HR specialists in IT companies needing fast relevance assessment
- Recruitment agencies scaling talent acquisition with AI
- Sourcers building candidate databases from public sources

## What the automation does
- Receives job description via HTTP webhook
- Extracts skills, experience, and requirements using LangChain and OpenAI
- Searches for candidate LinkedIn profiles via Google Custom Search API
- Scrapes profile data using Apify
- Evaluates candidate fit with an LLM
- Saves top matches with scores and excerpts to Google Sheets
- Can be triggered manually or on schedule via form integration

## What´s included
- Ready-to-use n8n workflow
- Webhook and trigger logic
- Integrations with Google Custom Search API, Apify, LinkedIn (via scraping), OpenAI, and Google Sheets
- Basic text guide for setup and adaptation

## Requirements for setup
- n8n instance with external API access
- Google Custom Search API key
- Apify account with LinkedIn scraper access
- OpenAI account with active API key
- Google account with Google Sheets access

## Benefits and outcomes
- Reduces initial screening time from 5 hours to 30 minutes
- Eliminates manual profile search and filtering
- Provides consistent AI-based relevance scoring
- Enables scalable hiring during mass recruitment
- Builds structured candidate pipeline in Google Sheets
- Integrates with internal HR workflows via spreadsheet output

## 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 Telegram: @gleb923.