A new and distinct cultivar of Petunia plant named ‘Dopetpotplubur’, characterized by its compact and uniformly mounding plant habit; moderately vigorous growth habit and moderate growth rate; freely branching habit; early and freely flowering habit; large purplish red-colored flowers with darker purplish red-colored centers; and good container and garden performance.