Idiopathic pulmonary fibrosis (IPF) is a severe interstitial lung disease with limited therapeutic options. The pathogenesis of IPF has been reported to be closely associated with the aberrant activation of the Wnt/β-catenin signaling pathway. Zinc finger protein 70 (ZNF70), a member of the zinc finger protein family, serves as a significant target for the treatment of inflammation-related diseases. Usnic acid (UA), a dibenzofuran compound extracted from Usnea found in Changbai Mountain, has demonstrated potent anticancer and anti-inflammatory properties. However, its mechanism of action in pulmonary fibrosis remains unexplored. In this study, we report for the first time that UA-mediated inhibition of ZNF70 as a key regulatory mechanism, which prevents the expression of fibrosis markers, including α-smooth muscle actin (α-SMA) and collagen. Furthermore, UA inhibits the ZNF70-mediated nuclear translocation of β-catenin, thereby preventing the activation of the Wnt/β-catenin signaling pathway and suppressing the epithelial-mesenchymal transition (EMT) process. Additionally, we observed that ZNF70 promotes the activation of mouse lung fibroblasts, a process that can be reversed by UA treatment. In vivo, we established a mouse model of pulmonary fibrosis through AAV-mediated ZNF70 knockdown and intratracheal instillation of bleomycin (BLM). We found that UA can ameliorate BLM-induced pulmonary fibrosis by inhibiting ZNF70. In summary, we have demonstrated for the first time that UA acts as an inhibitor of ZNF70, preventing fibroblast activation and effectively hindering the onset and progression of pulmonary fibrosis. Our research provides a novel concept and theoretical framework for developing an innovative treatment strategy targeting ZNF70, with UA as the lead compound.