Aug 20 2026

Automating Search Relevance Assessment at Scale with LLM-as-a-Judge

At the heart of any e-commerce platform lies the search bar — the critical bridge between user intent and the right product. The backbone of the search bar is search relevance — it ensures the search engine’s long-term health, determines user engagement and, ultimately, drives platform retention.