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Building a YouTube Competitor Analysis Agent From Scratch - Claude Code Tutorial

Michele Torti via YouTube

Overview

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Learn to build an automated YouTube competitor analysis system using Claude Code and agentic workflows in this comprehensive 32-minute tutorial. Discover the exact five-step framework that generated over 30,000 subscribers and 1 million views in 120 days by transforming raw YouTube analytics into high-performing content ideas. Master the three-layer architecture of AI agents including Directives, Orchestration, and Execution layers, and understand why agentic workflows are replacing traditional automation tools like n8n. Follow along as you structure projects in VS Code, engineer effective prompts, integrate Poppy AI for viral hook and title generation, and deploy your automated system to the cloud using Modal for weekly execution. Gain hands-on experience with Python scripting, cloud deployment strategies, and advanced prompt engineering techniques while building a fully functional AI agent that continuously analyzes competitor content and generates actionable insights for YouTube growth.

Syllabus

- Introduction: How Claude Code Changed the Game
- The YouTube Analytics System Overview
- The 5-Step Framework for Agentic Workflows
- Step 1: Structuring your Project in VS Code
- Step 2: Planning the Automation with Claude
- Step 3: Building the Python Scripts & Poppy AI Setup
- Step 4: Testing & Iterating for Better UI/Analytics
- Step 5: Deploying to the Cloud with Modal
- Conclusion

Taught by

Michele Torti

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