{"product_id":"enhance-linkedin-with-stopslopin-ai-powered-post-filtering-1","title":"Enhance LinkedIn with StopSlopIn: AI-Powered Post Filtering","description":"\u003ch3\u003eTransform Your LinkedIn Feed with AI-Powered Content Filtering\u003c\/h3\u003e\n\n\u003cp\u003eStop drowning in low-quality LinkedIn posts with this intelligent n8n workflow that powers the StopSlopIn Chrome extension. This AI-driven automation classifies LinkedIn content as quality or \"slop\" using advanced LLM analysis and continuously learns from user feedback through vector storage technology.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Workflow Does\u003c\/h3\u003e\n\n\u003cp\u003eThis workflow serves as the official backend for the StopSlopIn Chrome extension, processing LinkedIn posts through a sophisticated two-action system:\u003c\/p\u003e\n\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003ePost Analysis:\u003c\/strong\u003e Receives LinkedIn posts via webhook, enriches them with similar prior-rated content from Qdrant vector store using RAG (Retrieval-Augmented Generation), and sends batched posts to OpenAI's LLM with a strict quality-gate system prompt\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUser Training:\u003c\/strong\u003e Processes user votes on post quality, embeds the feedback, and stores it in Qdrant to continuously improve classification accuracy over time\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSmart Routing:\u003c\/strong\u003e Uses a Switch node to handle incoming requests based on action parameters (analyze vs. vote), ensuring efficient processing of different request types\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eLinkedIn Content Curation:\u003c\/strong\u003e Automatically filter out engagement bait, generic motivational posts, and low-value content from your LinkedIn feed\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eProfessional Network Management:\u003c\/strong\u003e Maintain focus on high-quality industry insights and meaningful professional discussions\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eContent Quality Training:\u003c\/strong\u003e Build a personalized AI model that learns your content preferences and improves filtering accuracy\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eChrome Extension Backend:\u003c\/strong\u003e Power browser-based LinkedIn enhancement tools with robust n8n automation infrastructure\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\n\u003cp\u003e\u003cstrong\u003eCore Technologies:\u003c\/strong\u003e OpenAI LLM integration, Qdrant vector database, Chrome extension webhook support\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003en8n Nodes Used:\u003c\/strong\u003e Switch, Set, Filter, Merge, If, No Op nodes for advanced workflow logic\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eSetup Requirements:\u003c\/strong\u003e OpenAI API credentials, Qdrant vector store with \"stopslopin\" collection, webhook URL configuration\u003c\/p\u003e\n\n\u003cp\u003eDeploy this workflow on your own n8n instance to maintain complete control over your LinkedIn content filtering while benefiting from AI-powered quality assessment and continuous learning capabilities.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45459639730355,"sku":"N8N-15242","price":24.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/BVwwUIEfJIi0DNAi4ZDVT_ae81d96100bb4791b9ec1851c8842eb5.jpg?v=1776869898","url":"https:\/\/buyflowscripts.com\/products\/enhance-linkedin-with-stopslopin-ai-powered-post-filtering-1","provider":"N8N Commerce","version":"1.0","type":"link"}