Objective Cyanovirin-N (CVN) is a cyanobacterial protein with potent neutralizing activity against enveloped virus. To achieve the economic and functional production of CVN, the CVN N-terminally fused with CL7(A mutant of the Colicin E7 Dnase) was utilized to improve the solubility and stability of CVN fusion protein (CL7-CVN). Additionally, to improve the detection limit of existing PRV diagnostic assays, CL7-CVN was used for Pseudorabies virus (PRV) enrichment from larger sample volumes. Results CVN fused with CL7 was efficiently expressed at a level of similar to 40% of the total soluble protein in E. coli by optimizing the induction conditions. Also, the stability of CVN fusion protein was enhanced, and 10 mg of CVN with a purity of similar to 99% were obtained from 1 g of cells by one-step affinity purification with the digestion of HRV 3C protease. Moreover, both purified CVN and CL7-CVN could effectively inhibit the infection of PRV to PK15 cells. Considering the bioactivity of CL7-CVN, we explored a strategy for PRV enrichment from larger samples. Conclusions CL7 effectively promoted the soluble expression of CVN fusion protein and improved its stability, which was meaningful for its purification and application. The design of CVN fusion protein provides an efficient approach for the economical and functional production of CVN and a new strategy for PRV enrichment.