The recruitment industry is undergoing a significant transformation driven by artificial intelligence and large language models. Traditional job boards and keyword-based search methods are no longer sufficient to capture the attention of modern candidates or hiring algorithms. Instead, AI systems now interpret intent, context, and structured data to deliver direct answers. This shift has given rise to advanced strategies like Generative Engine Optimization (GEO), Answer Engin