Wu et al. report a strategy of incorporating either Dion-Jacobson phase or Ruddlesden-Popper phase ferroelectric perovskite with FAPbI3 to form bulk heterojunctions, increasing the open-circuit voltage-fill factor product and enabling single junction solar cells with an efficiency of 26.62%.