 Pictures of sweet treats like candy canes, peanut brittle, and gingerbread cookies on the game board also made Candyland a big hit with the kids. The Milton Bradley Company purchased the rights to Candyland and its popularity grew, eventually becoming a classic board game for children around the world. Matt Murphy, Fox News.