Research on the Content Dissemination Mechanism of Twitter: Five Key Variables Affecting Exposure Rate

In the global social media ecosystem, Twitter (now widely referred to as X) remains one of the platforms with the fastest information dissemination speed. Whether it is for brand promotion, building personal influence, or cross-border business marketing, more and more operators are beginning to regard Twitter as an important traffic entry point. However, during the actual operation process, many people will encounter the same problem: Why do some accounts receive a lot of exposure when they publish the same content, while others receive almost no attention? From the perspective of the platform mechanism, the dissemination of content on Twitter is not random but is influenced by a complex recommendation system. Understanding these mechanisms can help operators formulate more scientific content strategies, thereby enhancing the overall exposure of the account. This article will start from the algorithm logic of the platform to analyze the five key variables that affect the exposure of co