AI-driven search is changing how we track visibility. I spent months...

https://orcid.org/0009-0002-5890-4726

AI-driven search is changing how we track visibility. I spent months stress-testing platforms like BrightEdge, Semrush, and MarketMuse to see who actually handles AI Share of Voice correctly