A new and distinct cultivar of Calibrachoa plant named ‘Sunbelremo’, characterized by its upright and mounding plant habit; vigorous growth habit; freely branching and flowering plant habit; long flowering period; medium-sized lemon yellow-colored flowers; and good garden performance.