A new and distinct cultivar of Petunia plant named `Sunsurfpivemi`, characterized by its outwardly spreading and mounding plant habit; vigorous growth habit; freely branching and flowering plant habit; long flowering period; and medium-sized light pink-colored flowers with red purple-colored venation.