Google officially rejected the need for "generative engine optimization," labeling it as standard SEO. The company specifically dismantled the utility of LLMS.txt files and content chunking for ranking. AI search relies on the same core systems as traditional search. Practitioners should ignore the new buzzwords and stick to established optimization methods.