In this video, I'll show you how to build three powerful Reddit automation systems using n8n: sentiment analysis, business ideas extraction, and a Reddit RAG AI agent.
Donwload the workflow: https://rokastan.gumroad.com/l/cviil
🤖 Need Al solutions built? Work with me:
https://cal.com/rokas-stankevicius-xgl5ge/30min
📧 rokas.stankevicius8@gmail.com
Timestamps:
00:00 - Introduction: Overview of three AI workflows for scraping Reddit business insights
03:11 - Part 1: Building a Customer Support & Sentiment Analysis System (Setting up Reddit API connection and scraping subreddit content)
12:46 - Part 2: Getting Business Ideas from Reddit (Generating potential solutions and product features)
27:41 - Part 3: Building a Subreddit RAG Chatbot. Building a chatbot that references Reddit posts with source URLs. Setting up a vector database with Supabase
Key points:
1/ We use n8n and Reddit nodes to efficiently gather and process Reddit content at scale.
2/ The Sentiment Analysis workflow uses n8n to gather Reddit data, process it through OpenAI for sentiment categorization, and store results in Airtable.
3/ The Business Ideas workflow identifies problems from Reddit posts, generates solution ideas, and produces summarized insights through parallel processing paths.
4/ The Chat with Reddit system creates a RAG agent that answers questions about subreddit content using Supabase Vector Store and OpenAI embeddings.
5/ The complete system transforms unstructured Reddit conversations into actionable business intelligence through n8n's workflow automation.
Connect with me:
LinkedIn: https://www.linkedin.com/in/stanrokas/
X/Twitter: https://x.com/stanrokas/