Idiopathic pulmonary fibrosis (IPF) is a particularly deadly form of pulmonary fibrosis of unknown cause. In patients with IPF, high serum and lung concentrations of CHI3L1 (chitinase 3 like 1) can be detected and are associated with poor survival. However, the roles of CHI3L1 in these diseases have not been fully elucidated. We hypothesize that CHI3L1 interacts with CRTH2 (chemoattractant receptor–homologous molecule expressed on T-helper type 2 cells) to stimulate profibrotic macrophage differentiation and the development of pulmonary fibrosis and that circulating blood monocytes from patients with IPF are hyperresponsive to CHI3L1–CRTH2 signaling. We used murine pulmonary fibrosis models to investigate the role of CRTH2 in profibrotic macrophage differentiation and fibrosis development and primary human peripheral blood mononuclear cell culture to detect the difference of monocytes in the responses to CHI3L1 stimulation and CRTH2 inhibition between patients with IPF and normal control subjects. Our results showed that null mutation or small-molecule inhibition of CRTH2 prevents the development of pulmonary fibrosis in murine models. Furthermore, CHI3L1 stimulation induces a greater increase in CD206 expression in IPF monocytes than control monocytes. These results demonstrated that monocytes from patients with IPF appear to be hyperresponsive to CHI3L1 stimulation. These studies support targeting the CHI3L1–CRTH2 pathway as a promising therapeutic approach for IPF and that the sensitivity of blood monocytes to CHI3L1-induced profibrotic differentiation may serve as a biomarker that predicts responsiveness to CHI3L1- or CRTH2-based interventions.