AI

Designing for AI Search in 2026: A UX Designer’s Guide to LLM Interfaces and Machine Experience (MX)

AI-powered search is changing how users ask questions, how information is presented and how decisions are made. Instead of scanning results, users now expect clear, structured responses and the ability to refine them in real time. In this guide, we break down what AI search really is, how it is reshaping user behaviour and what it means in practice for designing better, more effective experiences.