Foundations of AI-SEO refers to the core principles, technologies, and strategies required to optimize digital content for discoverability and retrieval by large language models (LLMs), vector search engines, and AI-native platforms—emphasizing semantic embeddings, entity clarity, structured data, and zero-click visibility over traditional keyword-based SEO.