This article shares a practical framework for designers to seize fleeting opportunities in fast‑growing products by identifying the product stage, applying a three‑step "find‑strategy‑execute" approach, and using the five‑element interaction model to drive measurable experience improvements.
The article explores the rise of experience management in China, defines its scope, explains its strategic importance, outlines a three‑layer model (data, system, operation), and predicts future trends toward finer, more diversified, and smarter practices.
This article describes how Douyin built an AI‑powered feedback management platform that uses NLP to automatically tag and cluster user comments, maps them to business scenarios, defines quantitative experience metrics, and creates a closed‑loop system for rapid problem discovery and product improvement.
This article explores how designers can shift from ad‑hoc UI tweaks to a systematic experience‑management process that aligns teams, quantifies impact, and continuously improves product usability through structured observation, insight, consensus, and design cycles.
