Understanding the arms suppliers' strategic intent will contribute to the recipient's agenda-setting efforts. Previous studies address the three types of patterns in their arms export policymaking regarding suppliers' policy objectives: hegemonic, industrial, and restrictive. Despite an intuitive understanding of taxonomy, empirical studies of their behavioral patterns have been uncommon. This is mainly due to the confidentiality of data. This study is to understand the different features of the archetypal suppliers empirically. Open-sourced media data is used to observe how the three supplier types reacted to the arms deal. News articles published in the United States, France, and Russia related to the First Korean Fighter Jet Program are analyzed using topic models. The results indicate how the respective nature of the three archetypal suppliers can be better understood. Understanding their intent is expected to contribute to future agenda-setting efforts.