Google explicitly dismissed "generative engine optimization" as a redundant rebranding of traditional SEO. The company's new documentation rejects specific tactics like LLMS.txt files and content chunking. AI search relies on the same ranking systems as standard search. Practitioners should ignore the hype around new AI-specific playbooks and focus on core quality.