The recruitment landscape is undergoing a structural transformation driven by artificial intelligence, large language models, and generative search systems. Traditional job board optimization is no longer sufficient as candidates increasingly rely on conversational AI systems and intelligent assistants to find relevant opportunities. In this evolving environment, LLM SEO for Recruitment Agencies has become a critical strategy for ensuring visibility in AI-generated job answer