Human sapovirus (SaV) is an important viral agent for acute diarrhea worldwide, but timely prevalence data of human SaV in South China are still lacking. In this study, a 4‐year surveillance was conducted to characterize the prevalence and genetic characteristics of the circulating SaV associated with sporadic diarrhea in South China. From November 2013 to October 2017, 569 fecal samples from patients with acute diarrhea were collected. SaV was detected in 11 samples with a positive rate of 1.93%. Three human genogroups of GI, GII, and GIV were identified, including five GI.1 strains, three GI.2 strains, one GI.3 strain, one GII.8 strain, and one GIV strain. Furthermore, multiple alignments of complete capsid protein VP1 genes of five local GI.1 strains and other available GI.1 strains in GenBank were performed. Average pairwise identities were calculated at 95.33% and 99.36% at nucleotide and amino acid levels, and only six variable amino acid sites were found during its 36‐years’ evolution process. GI.1 strains could be further phylogenetically divided into four clusters with an approximate temporal evolution pattern, and local strains belonged to Cluster‐d with other four strains from China and Japan. In summary, SaV was identified as an etiological agent responsible for sporadic gastroenteritis in Guangzhou with a low prevalence rate as in other Chinese cities, but its high genetic diversity suggested the necessity of continuous SaV surveillance in the future.