FOXP3 polymorphism, along with CXCL12‐CXCR4 axis and SNAIL upregulation in an oncogenic HPV/XPO5 TME with high M2‐TAM infiltration, critically influences cervical cancer patient survival. Here, CXCL12 is linked to cervical cancer.