A new and distinct cultivar of Verbena plant named `KLEVE04336`, characterized by its outwardly spreading to trailing and mounded plant habit; freely branching habit; dense and bushy growth habit; large purple-colored flowers with flowers held above and beyond the foliage; and resistance to Powdery Mildew.