Google explicitly dismissed "generative engine optimization" and "answer engine optimization" as redundant terms for standard SEO. New documentation clarifies that AI search utilizes the same ranking systems as traditional search. Tactics like LLMS.txt files offer no special advantage. Practitioners should stick to established quality signals rather than chasing AI-specific hacks.