In summary, our findings demonstrate that oleuropein alleviates bleomycin-induced pulmonary fibrosis in mice by directly binding to FAP-α, thereby interfering with the TGF-β/Smad pathway and regulating fibroblast autophagy and apoptosis. Here, FAP is linked to pulmonary fibrosis.