A new and distinct cultivar of Petunia plant named ‘Duefortblagem’, characterized by its medium to compact plant size; mounding to trailing plant habit; moderately vigorous growth habit; freely branching habit; early and freely flowering habit; light and dark purple bi-colored petals; and good garden performance.