LinkedIn Scraper with n8n · Brendan's AI Community

LinkedIn Scraper with n8n

I’ve built a complete automated workflow that takes data from a Google Form (stored in Google Sheets), processes it with n8n, scrapes LinkedIn profiles using Apify, and saves the structured results to Airtable. The workflow is designed for different use cases—job search, lead generation, company research, and competitor analysis—automatically handling branching, field mapping, profile scraping, and result storage.

Key Features:

Users fill a form describing what info or profiles they need (job, business leads, etc.).
n8n processes each new submission, routes it based on the use case, prepares relevant fields, and triggers Apify to scrape LinkedIn.
Scraped data is fetched automatically and saved to Airtable for tracking or outreach.
The system is modular, handles errors, and can scale for bulk requests.

3 comments