A new and distinct cultivar of Petunia plant named ‘Duesunblu’, characterized by its mounding to outwardly trailing plant habit； moderately vigorous growth habit； freely branching habit； early and freely flowering habit； medium to large-size flowers with dark violet-colored petals with dark purple-colored centers； and good garden performance.
