{"product_id":"enhance-linkedin-with-stopslopin-ai-powered-post-filtering","title":"Enhance LinkedIn with StopSlopIn: AI-Powered Post Filtering","description":"\u003cp\u003eTransform your LinkedIn experience with this powerful n8n workflow that serves as the official backend for the StopSlopIn Chrome extension, automatically filtering low-quality posts using AI-powered classification and machine learning.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cp\u003eThis intelligent automation workflow operates as a sophisticated webhook service that powers the StopSlopIn Chrome extension available on the Chrome Web Store. The system processes LinkedIn posts through a dual-action approach: analyzing content quality and learning from user feedback to continuously improve filtering accuracy.\u003c\/p\u003e\n\n\u003cp\u003eThe workflow uses a Switch node to route incoming requests between two core functions. For post analysis, it enriches each LinkedIn post with similar previously-rated content pulled from a Qdrant vector store using RAG (Retrieval-Augmented Generation). Posts are then batched and sent to OpenAI's language model with a strict quality-gate system prompt that returns structured JSON results marking posts as \"pass\" or \"fail.\" For the voting function, user feedback is embedded and stored in the Qdrant vector database, creating a self-improving system that gets smarter over time.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eContent creators and marketers who need to filter through high volumes of LinkedIn posts efficiently\u003c\/li\u003e\n\u003cli\u003eSales professionals seeking to focus on quality networking content while avoiding spam\u003c\/li\u003e\n\u003cli\u003eRecruiting teams who want to streamline their LinkedIn browsing experience\u003c\/li\u003e\n\u003cli\u003eBusiness professionals looking to curate their LinkedIn feed for meaningful industry insights\u003c\/li\u003e\n\u003cli\u003eSocial media managers needing to identify valuable content patterns and trends\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow leverages multiple powerful nodes including Switch, Set, Filter, Merge, If, and No Op nodes to create a seamless automation pipeline. The integration connects with OpenAI for LLM classification and embeddings generation, while utilizing Qdrant vector store for machine learning capabilities and data persistence.\u003c\/p\u003e\n\n\u003cp\u003eSetup requires your own OpenAI API credentials and Qdrant database configuration, ensuring complete data privacy as everything runs on your personal n8n instance. The workflow exposes a webhook URL that integrates directly with the StopSlopIn Chrome extension for real-time LinkedIn post filtering.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45459195429043,"sku":"N8N-15226","price":31.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/XDhIAPNcgmfGleZdMW6EV_4479fa352bff4404859daf6ca0303b0d.jpg?v=1776854535","url":"https:\/\/buyflowscripts.com\/products\/enhance-linkedin-with-stopslopin-ai-powered-post-filtering","provider":"N8N Commerce","version":"1.0","type":"link"}