A retrospective cohort with 967 acute febrile individuals negative for Dengue, Zika, Chikungunya and Malaria demonstrated two positive results by conventional polymerase chain reaction plus sequencing for Mayaro genotype D in a peri-urban region, indicating the need for changes in diagnosis protocols and active genomic surveillance in Brazil to prevent virus outbreaks.