In this work, pure m-Bi2O4, Bi4O7 and m-Bi2O4/Bi4O7 heterojunction photocatalysts with improved visible-light-driven photocatalytic performance have been successfully fabricated by a facile one-pot hydrothermal method. With the prolongation of hydrothermal reaction time, m-Bi2O4 microrods gradually transform into Bi4O7 microsheets and m-Bi2O4 can be in-situ grown on the surface of Bi4O7, resulting in an intimate interface. The phase structure, morphology, microstructure, surface chemical state and optical property are characterized by X-ray powder diffraction (XRD), Fourier transform-infrared (FT-IR), scanning electron microscopy (SEM), transmission electron microscopy (TEM), UV–visible diffuse reflectance spectroscopy (UV–vis DRS) and X-ray photoelectron spectroscopy (XPS). In comparison with pure m-Bi2O4 and Bi4O7, the optimized m-Bi2O4/Bi4O7 composite photocatalysts show higher visible-light-driven photocatalytic performance toward RhB. In view of electronic energy-band structure analysis, photoelectrochemical and photoluminescence spectra (PL) results, we contribute the improved performance to synergetic effects between m-Bi2O4 and Bi4O7 in the composite followed a possible S-scheme heterojunction photocatalytic reaction mechanism, which prolongs pathway and suppress the recombination rate of photogenerated carriers. Furthermore, the mechanism of effect of m-Bi2O4/Bi4O7 mass ratio and geometry architecture on photocatalytic behavior is also investigated in this paper. Our work offers a new insight to design and develop high-active phase-transition induced bismuth mixed-valence surface heterojunction photocatalyst with facile preparation.