In the spring of 2023, a novel form of tourism emerged among college students, characterized by its brevity, tight itineraries, numerous destinations, and high intensity. This phenomenon has been dubbed“special forces-style tourism.”To examine the core attributes of this trend, this study analyzed online comments on social media platforms, leveraging a vast array of relevant textual data. First, a virtual ethnography approach was adopted to explore the origin and evolution of “special forces-style tourism,”followed by the application of text analysis methods to synthesize its fundamental features and emotional inclinations of“special forces-style tourists”toward it. Subsequently, interviews were conducted with active users who consistently provided high-quality, recently posted content, contributing significantly to the overall high frequency of posts in the history of the platform. Through thematic analysis, the study examined the nuanced characteristics, underlying causes, and repercussions of“special forces-style tourism.” The research findings indicate that “special forces-style tourism” possesses distinctive temporal, spatial, economic, and sightseeing features, setting it apart from traditional tourism models; its emergence is primarily attributed to peer influence, rapidly spreading among the younger demographic, particularly college students, via the Internet; it has both individual and collective impacts; and its features, causes, and effects can be conceptualized using a three-stage model. The contributions of this study are, first, clarifying the distinctions between “special forces-style tourism” and other forms like check-in tourism and budget travel, enhancing explanatory power from a peer-to-peer perspective; second, providing strategic insights for tourist destinations and attractions to cater to and attract“special forces-style tourists”; and third, offering guidance for young demographics emphasizing cultural immersion, self-identification, and self-image formation through tourism activities.