Rafaelle played for Brazil's youth teams at the inaugural 2008 FIFA U-17 Women's World Cup in New Zealand and the 2010 FIFA U-20 Women's World Cup held in Germany. Her senior debut came in December 2011, as a substitute in a 4–0 win over Chile at the 2011 Torneio Internacional Cidade de São Paulo de Futebol Feminino. She started her first match for Brazil's senior team in March 2012, against Canada.