What Is Query Fan-Out? A Fan-out Query is a technique used in large, distributed data systems (like social media platforms or e-commerce sites). In short: 1. The Problem: When too many people search for information simultaneously, a single central server gets overwhelmed and slow. 2. The Solution: Modern systems split