Saoirse Callahan

Healthcare brands must earn AI Overview citations, not just rankings, to capture traffic.

How to measure brand sentiment shifts inside AI models after your campaign launches.

AI systems are narrowing vendor shortlists before sales conversations even start.

Two-thirds of students now ask AI before Google, forcing colleges to rethink how they reach them.

Brands must now choose between competing AI protocols to remain visible in shopping queries.

AI now decides which vendors buyers consider before any sales conversation even begins.

AI systems silence locations with inconsistent data rather than ranking them lower.

AI visibility compounds over time while paid search rents short-term clicks at rising cost.

AI citations now drive pipeline differently than organic search rankings do.

LLMs don't rank brands like search engines—they decide which ones deserve to be named at all.