Introduction

This article began as a classic exploration into JSON-LD and its impact on structured data for e-commerce. However, as research and experimentation progressed, a fundamental realization emerged: what’s actually changing is the entire user experience paradigm. The way end-users interact with digital products is shifting beyond traditional web and app models — toward dynamic, conversational discovery driven by AI.

For years, the typical customer journey followed one of several well-established routes: