🧠 Confused by $json or why your expressions keep breaking in n8n? You’re not alone—and this video is going to clear it all up. I just dropped a deep-dive tutorial on expression pathing in n8n, covering the exact logic behind how data is accessed and passed between nodes—plus the most common pitfalls that break your automations (and how to fix them fast). 📌 Here’s what you’ll learn: - What $json .item really mean (and when to use each) - Why your expressions are returning undefined, [object Object], or the wrong value - How to write dynamic, reusable expressions that won’t break your flow - Pro tricks to debug and fix pathing issues without trial and error If you’ve ever sat there wondering why your node isn’t getting the value you expect—this one’s for you. 💬 Let me know in the comments if you’ve hit a frustrating expression bug before (and how you solved it). Or drop your use case if you want help debugging!

If you’ve ever gotten stuck trying to combine data from two branches in n8n—only to end up with weird mismatches, missing fields, or broken logic—this one’s for you. 🙌 The Merge Node in n8n is powerful, but also one of the most misunderstood. Do you use Merge by Index, Merge by Key, or Multiplex? What happens when your branches don’t return the same number of items? Why does your data disappear? 🎥 In this brand new video, I break down: ✅ The difference between each merge strategy ✅ Real-world examples of merging split data, AI responses, and API results ✅ How to avoid overwriting or losing your data ✅ Tips to debug and validate your merged outputs fast Let me know below 👇What’s been your biggest merge fail in n8n so far? We’ve all had at least one 😅

If you’ve ever had n8n or an OpenAI agent spit out a jumbled mess—or your Code node breaks because your output wasn’t clean—this video is for you. Inside, I show you how to quickly fix and clean your parser outputs so your workflows stop breaking and start running smooth. No more debugging for hours just to figure out why the JSON won’t parse! 🔍 In this video, you’ll learn: - How to handle bad formatting from AI tools - When to validate your outputs (and how) - The best approach to structured parsing with n8n 💬 Let me know in the comments what tripped you up with your parser—I'll help you debug it. 👇 Drop your questions below or share a screenshot of your broken output if you want personalized help!

Big fan of your work. Major questions is can you adjust the google maps scrapper to extract emails? How would you go about that process?

Ever get stuck trying to figure out how to route data in your n8n workflows? Whether you're organizing by logic, condition, or context — this video has you covered. I walk through three different methods to help you confidently sort and route your data in n8n: ✅ If Nodes – For quick true/false logic ✅ Switch Nodes – For more complex multi-branch logic ✅ AI Text Classifiers – For smart, contextual decision-making using OpenAI No matter your skill level, this tutorial will show you when to use each method and how to implement them step-by-step. Perfect for building cleaner, smarter workflows that actually work the way you think. 👇 Drop a comment below with your favorite method—or any questions you have about sorting data in n8n!