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LinkedIn Profile Scraper

1. Saves hours of manual keyword extraction and resume scanning. 2. Centralizes candidate and client data for faster decision-making. 3. Ensures consistent, structured data from multiple sources (PDF + LinkedIn).

This workflow extracts key keywords and experience data from LinkedIn profiles and uploaded resumes, then organizes it into Google Sheets for easier candidate tracking. The scraping process is manually triggered, while data structuring is automated.

Compatible with
Google
Google Sheets
OpenAI
Apify
LangChain
FREE
Ready-to-use workflow template
Complete workflow template
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Documentation

Recruiters often spend hours scanning profiles and resumes for the right skills. This workflow simplifies that by automatically extracting key keywords, experience, and recommendations from manually selected LinkedIn profiles or uploaded PDFs. The processed information is then neatly stored in Google Sheets, making it quick to filter, compare, and manage candidates. You focus on the human side of recruitment while the workflow handles data structuring efficiently.

Workflow Details

Category:Agencies
Last Updated:Dec 16, 2025
Creator:Automata Works
Organization:

Frequently Asked Questions