"I feel great after winning my first title," the 22-year-old Ukrainian said. "I hope more victories are to come."
Dolgopolov troubled Cilic throughout with drop shots. He broke in the opening game of the match and easily held serve during the set.
Cilic, seeded No. 4, broke Dolgopolov decisively to lead 5-3 in the second set.