Automating the Monitor → Analyze → Create → Publish → Amplify → Measure → Optimize Loop: Practical ROI, Attribution, and Cost Models for AI Visibility

https://gregorytgtj931.iamarrows.com/case-study-analysis-practical-system-for-tracking-what-chatgpt-says-about-a-brand

Introduction — Why this list matters If your team already knows the basics of digital marketing — funnels, paid vs organic, common KPIs — this guide shows how AI changes the economics and operations when you fully automate the Monitor →