Beyond AI Overviews (which appear in classic SERPs), AI Mode is a separate tab/experience where the entire interface is conversational. Optimization tactics overlap with AEO + structured data + entity clarity.
AI Mode is becoming a default search surface for younger searchers; being citable here is the next-generation Map Pack equivalent.