Compared with conventional DC poling (DCP) treatment, a novel technology, AC poling (ACP) treatment was proved in 2014 as a low-cost, time-saving, and smart-process method to significantly enhance properties of relaxor-PbTiO3 (PT) ferroelectric single crystal (SC) transducers. In total, over 35 papers have been reported since 2018 in which researchers achieved piezoelectric coefficient (d
33) > 4000 pC/N and electromechanical coupling factors (k
33) > 96% for the ACP SCs. In this review, we introduce history of the ACP study on relaxor-PT SCs and our research group's ACP study in the past three years. Particularly, we focus on ACP conditions and their mechanisms of binary (1-x)Pb(Mg1/3Nb2/3)O3-xPbTiO3 (PMN-PT) and ternary (1-x-y)Pb(In1/2Nb1/2)O3-yPb(Mg1/3Nb2/3)O3-xPbTiO3 (PIN-PMN-PT) SCs near morphotropic phase boundary (MPB). Furthermore, we provide insights for further studies on optimal ACP conditions and the reduction of spurious-mode vibrations (SMV). This work can offer promising prospect and practical value in the high-end ultrasonic imaging probe transducers