How LLM Search Changes SEO And E-Commerce With Andrew Higgins

We talk through what “AI visibility” really means and why marketers are racing ahead of the data, even as consumer behavior shifts toward AI search and AI assistants. We connect SEO fundamentals to GEO and agentic commerce so you can take practical steps instead of getting stuck in paralysis. • AI visibility tools and why the industry lacks a baseline standard • How context and personalization change AI search results • Why LLM analytics is immature and often modelled on simulations ...