A new and distinct cultivar of Aster plant named ‘Zanasparro’, characterized by its compact, upright to slightly spreading and mounding plant habit； moderately vigorous growth habit； freely branching growth habit； dense and bushy appearance； freely flowering habit； semi-double type inflorescences with violet to violet blue-colored ray florets； good postproduction longevity and good container performance.
