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

https://wakelet.com/wake/9QcCKxq0_LRdGjWZ5K9Lu

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 →