A new and distinct cultivar of Petunia plant named `Sunsurfbv`, characterized by its compact, outwardly spreading, mounded and decumbent plant habit; vigorous and freely branching growth habit; freely flowering habit; light lavender-colored flowers with purple-colored venation; long flowering period; and good garden performance.