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Competitive intelligence visualization service on knowledge discovery is an important research area of competitive intelligence (CI). Based on the current research status of CI visualization, the paper described CIS structures from point of view of the CIS, including visual acquisition, management, analysis, services, and feedback of CI in five fields. Based on the comprehensive analysis related research about CI visualization system constitutes, it proposed the concepts and feasible path of multi-view design and reduced-dimensional visualization in CIS. Then, it gives the implementations of two-dimensional visualization programs and the brief description of CI on product sales as an example. Finally, this paper elaborates competitive intelligence service visualization on knowledge discovery in detail.