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Notes on AI, automation, and marketing that actually ships.

Field notes from building and running AI systems for marketing teams.

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The 8-Point Performance Max Audit That Saved $3K/Month 🤖

Most Performance Max campaigns waste 30-40% of budget on junk traffic. Here's my 8-point audit framework that finds the leaks.

Jan 19, 2026 1 min read

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🎬 YouTube Shorts Automation with Veo 3

Automate the creation of high-performing YouTube Shorts in minutes using AI-powered script generation, Veo 3 video creation, and professional voiceovers.

Jan 14, 2026 18 min read

The AI Agent Migration Framework for Marketers🤖

This week's announcements point to a massive shift: we're moving from AI-assisted marketing to AI-agent-driven marketing. Here's a practical framework to help you make this transition.

Jan 12, 2026 1 min read

The AI Agent Migration Framework for Marketers: Your 2026 Roadmap

If you're still using AI like it's 2024—as a writing assistant or image generator—you're about to fall behind.

Jan 12, 2026 9 min read

Your 2026 AI Marketing Stack 🤖

With Model Context Protocol standardizing AI tool integration, 2026 is the year to consolidate your AI stack. Here's how to audit and build an AI-first workflow that actually delivers ROI. The Problem: Most marketing teams are buried in disconnected AI tools. You've got ChatGPT for

Jan 6, 2026 2 min read

Meta Ads Performance Analyzer

Technical Architecture Overview This N8N workflow provides automated Meta/Facebook advertising campaign performance analysis through intelligent data processing, AI-powered insights generation, and multi-channel reporting. The system transforms raw campaign metrics into actionable business intelligence with automated alerts and recommendations. Architecture Components 1. Scheduling & Trigger Layer * Schedule Trigger

Jan 6, 2026 18 min read

Week 4 - Advanced GA4 - Audiences, Predictive Analytics & BigQuery Mastery

The GA4 features 90% of marketers don’t use (but should)

Jan 2, 2026 10 min read

Week 3 GA 4 Audit Series- Privacy-First Analytics - GDPR, Consent Mode, and Staying Compliant Without Killing Conversions

New EU regulations could shut down your Google Ads (here’s how to stay compliant)

Dec 26, 2025 8 min read

Week 2 - GA 4 E-commerce Tracking Masterclass - Never Lose a Dollar in Attribution Again

Your e-commerce tracking is costing you 30% revenue per month (here's the fix)

Dec 24, 2025 8 min read