Tumor‐secreted FGF19 mediates the polarization of hepatic stellate cells to inflammatory cancer‐associated fibroblasts (iCAFs), thereby modulating neutrophil infiltration and the metastasis‐supporting neutrophil extracellular traps (NETs) in liver metastatic niches. Here, FGF19 is linked to cancer.