Bismuth vanadate (BiVO 4 ), with a bandgap of ≈2.4 eV, can harvest light in the waveband below 520 nm and thus has a theoretical photocurrent density of ≈7.5 mA cm −2 under one sun illumination. However, the short hole-diffusion length (<70 nm) of BiVO 4 is an intrinsic limitation that leads to poor charge separation efficiency. Therefore, considerable efforts have been devoted to addressing this issue in recent decades. [11][12][13][14][15] To date, the porous BiVO 4 (P-BiVO 4 ) film reported by Kim and Choi, which comprises several tens or hundreds of nanometers of particles that can remarkably reduce the hole-diffusion distance, has been regarded as a promising thin-film model for PEC conversion. [16] In recent years, research on the PEC performance of the P-BiVO 4 film has undergone a spur of activity, aided by various successful strategies, including vacancy engineering [17][18][19][20][21][22] and cocatalyst loading, [23][24][25][26] which resulted in a charge separation efficiency of up to 90%. However, P-BiVO 4 films generally present poor light absorbability compared to BiVO 4 films composed of micrometer-sized particles. It is well-known that multiple optical phenomena, including reflection, scattering, and transmission, occur simultaneously when incident photons interact with the photoelectrode and together determine the light absorbability of the photoelectrode. Although a porous structure reduces the specular reflection, the scattering effect of a porous structure is The photo-electrochemical (PEC) oxidation of glycerol (GLY) to high-valueadded dihydroxyacetone (DHA) can be achieved over a BiVO 4 photoanode, while the PEC performance of most BiVO 4 photoanodes is impeded due to the upper limits of the photocurrent density. Here, an enhanced Mie scattering effect of the well-documented porous BiVO 4 photoanode is obtained with less effort by a simple annealing process, which significantly reduces the reflectivity to near zero. The great light absorbability increases the basic photocurrent density by 1.77 times. The selective oxidation of GLY over the BiVO 4 photoanode results in a photocurrent density of 6.04 mA cm −2 and a DHA production rate of 325.2 mmol m −2 h −1 that exceeds all reported values. This work addresses the poor ability of nanostructured BiVO 4 to harvest light, paving the way for further improvements in charge transport and transfer to realize highly efficient PEC conversion.