Effortless LinkedIn Post Scraping with n8n & Google Sheets

Transform LinkedIn Content into Fresh, Authentic Posts Automatically

This powerful n8n workflow revolutionizes your content strategy by intelligently scraping LinkedIn posts, verifying their authenticity with AI, and rewriting them into engaging content—all automatically organized in Google Sheets. Perfect for content creators, marketers, and automation engineers looking to streamline their social media content pipeline.

What This Workflow Does

The automation begins when you submit a simple form containing a LinkedIn profile URL and the number of posts to scrape. The workflow then:

• Leverages Apify's LinkedIn Post Scraper to extract posts without requiring cookies (approximately $1 per 1,000 posts)
• Processes each post individually through intelligent AI verification using Groq AI to ensure authenticity and quality
• Transforms verified posts through OpenAI rewriting for fresh, engaging content
• Automatically logs results to Google Sheets with organized columns for author, original post, and rewritten version

Use Cases

• Content Marketing Teams: Generate inspiration and variations from industry thought leaders' posts
• Social Media Managers: Build content libraries with authentic, rewritten posts for multiple clients
• SaaS Operators: Monitor competitor content strategies and create original variations
• Personal Brands: Develop unique content inspired by successful LinkedIn posts in your niche

Technical Details

This n8n workflow integrates multiple powerful services through specific nodes:

• Form Trigger: User-friendly input for LinkedIn URLs and post quantities
• Apify Integration: Professional LinkedIn post scraping via OAuth2 connection
• Split in Batches: Efficient processing of multiple posts
• Groq AI & OpenAI: Dual AI processing for verification and content rewriting
• Google Sheets: Seamless data organization and storage

Setup takes approximately 10 minutes with OAuth2 connections for Apify and Google Sheets, plus API key configuration for Groq and OpenAI. Always use responsibly in accordance with LinkedIn's Terms of Service.