AI Recommendations vs. SEO Rankings: Separating Impact, Measuring ROI, and Solving Attribution

https://padlet.com/melissamayer31upltx/bookmarks-wukxw3ry3teoahp6/wish/O7A9QmwrPKE9W6x3

Introduction — common questions you’ll see in the boardroom and analytics reviews: If AI platforms aren’t “ranking,” what are they doing? How do confidence scores change my visibility metrics? How can I separate AI-driven discovery from organic