The Blueprint  Live Build - N8N:Post Prime Day Performance Automation  📅 July 2025 | ⏱️ 53:07 | 🎙️ Danny McMillan & Oana Padurariu Danny and Oana tackle post-Prime Day analysis challenges by building a live automation workflow. Despite technical hurdles, they demonstrate how sellers can leverage AI and n8n to automate performance tracking without being technical experts. 📝 Key Takeaways Ask the Right Questions: Success with AI isn't about being a prompt engineer - it's about knowing what problems to solve Quality Gates Save Time: Always validate your automation logic before implementation Delegate Technical Work: Use handoff documents and job descriptions to outsource to Upwork developers Prime Day Data Matters: The spike in sales history affects your Bayesian ranking signals Start Simple: Begin with basic flows and expand - don't try to build everything at once Push the Innovation Curve: Those who don't adopt AI automation will be left behind permanently Natural Language Works: You don't need perfect prompts - conversational interaction gets results 🔧 Tools & Resources Automation Platforms: n8n: Workflow automation platform | https://n8n.io Make.com: Alternative automation tool Claude: AI assistant for natural language automation | https://claude.ai Voicy: Voice-to-text prompting tool Development Tools: Flow Builder: Danny's custom automation framework (3 files) Quality Gates: Built-in validation system Mermaid Diagrams: Visual workflow representation Amazon Tools: Selling Partner API: Official Amazon API for reports Rainforest API: Third-party Amazon data access Guest Links: Oana Padurariu: https://it.linkedin.com/in/oana-padurariu-b8b1b51a2/en 📍 Chapter Markers 00:00 | Introduction & Show Setup Welcome to The Blueprint, Andrew's absence, and Oana stepping in 00:47 | The Evolution of The Blueprint From Honeymoon Period to Rufus, what's coming next in the series 02:50 | Science vs. Marketing Claims Discussion on the irony of the "honeymoon period" debate 05:30 | Prime Day Analysis Challenge Why sellers struggle to measure Prime Day's true impact on ranking 07:11 | Live Automation Build Begins Starting the workflow builder with voice prompting 12:52 | The 4D Methodology Natural language automation without complex prompt engineering 19:29 | Visual Workflow Creation Building mermaid diagrams and debugging syntax errors 29:21 | Quality Gates Why validation checkpoints prevent wasted development time 34:09 | Cost Optimization Matrix Reducing API costs from £200 to £10 through intelligent orchestration 42:00 | n8n Deployment Issues Live debugging and the reality of automation development 48:51 | Handoff Documentation Creating technical specs for Upwork developers 51:53 | Job Description Generation Automating the hiring process for implementation 56:23 | Innovation vs. Copying Why blindly following others is dangerous in current market conditions 58:35 | The AI Adoption Curve Warning about being left behind as the industry shifts   Seller Sessions Resources: YouTube: https://www.youtube.com/sellersessions Website: https://sellersessions.com/ Rufus Blueprint: http://sellersessions.com/rufus-the-blueprint/ Honeymoon Period: https://sellersessions.com/the-cold-reality-of-the-honeymoon-period-and-external-traffic/ Seller Sessions Live 2026: https://sellersessions.com/sp/seller-sessions-live-2026/ 📢 Show Schedule Week 1: Broad Match (Danny McMillan & Adam Heist) Week 2: Main Image Monthly (Expert Panel) Week 3: The Blueprint (Danny, Oana & Andrew Bell) Week 4: Go With The Flow (Danny & Ritu Java) Join us every Tuesday at 4 PM UK time for deep dives into Amazon selling strategies!  

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