During the Correa-Moreno split within PAIS, she sided with the former, leaving the party and becoming one of the leaders of the Citizen Revolution Movement. During the October 2019 Ecuadorian protests Rivadeneira sought refuge in the embassy of Mexico in Quito. On 9 January 2020 she moved to Mexico with her spouse and children.