Artificial intelligence is rapidly transforming how search engines understand and rank content. At the center of this evolution are large language models (LLMs), which power smarter, more context-aware search experiences. However, as these models grow in complexity, improving their efficiency becomes essential for delivering fast, accurate, and scalable results. LLM efficiency improvement is no longer just a technical upgrade; it’s a critical factor in modern AI-driven sear