Directly transforming solar energy into chemical compounds via photocatalytic water splitting can continually producing hydrogen, which is regarded as one of the ultimate sustainable energy sources. The key point of achieving a high photoelectrochemical (PEC) water splitting performance is the successful design and synthesis of high‐efficient photocatalysis. However, the slow separation and fast recombination of photo generated charge carriers greatly limits the utilization of solar energy resulting in low PEC water splitting efficiency. Recently, piezoelectric/pyroelectric effect assisted PEC water splitting brings new sight on improving charger separate and transfer behaviors. In this review, the recent advancements and state‐of‐the‐art progress in piezoelectric/pyroelectric effect assisted PEC water splitting are summarized and discussed. Different types of photocatalysts are classified according to their chemical constitutions and the corresponding advantages are also reviewed. Furthermore, the coupling of piezoelectric effect and pyroelectric effect is also introduced. Finally, the prospects, critical challenges and promising strategies for the application of piezoelectric/pyroelectric materials in PEC water splitting are highlighted.