This system automates scraping of posts and video transcripts from multiple social platforms including LinkedIn, Instagram, YouTube, and X. Built entirely in n8n, it integrates HTTP request nodes, AI text classification, and Google Sheets for deduplication and data aggregation. The workflow leverages pre-built Appify scrapers and looping mechanisms for batch processing. Created by Nolan Harper, this free template enables competitor research, content repurposing, and audience insights.

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