In this study, a novel CAF subgroup, MMP11+ mCAF is identified, through single‐cell RNA sequencing, which accumulates progressively during bladder cancer progression and is significantly associated with poor prognosis. Here, CCL2 is linked to urinary bladder carcinoma.