Karthik brings an enterprise technology perspective to AI search visibility, focusing on how website architecture, structured data, and content accessibility influence how AI assistants discover and understand organizations. He will explore the technical foundations behind AI recommendations and how businesses should prepare their websites for AI-driven discovery.