
In early 2026, the launch of advertising within conversational interfaces transformed the prompt into a primary unit of commercial inventory similar to search keywords. This fundamental shift marks the transition of the prompt from a simple user query into the backbone of a sophisticated digital economy. Unlike traditional search engines that index static web pages, modern large language models operate










