A new and distinct cultivar of Verbena plant named 'Kleve03327', characterized by its compact, upright, outwardly spreading and mounded plant habit; freely branching habit; dense and bushy growth habit; dark green-colored leaves; purple-colored flowers with flowers held above and beyond the foliage; and resistance to Powdery Mildew.