A woman meets a number of men and tries to narrow them down to one who could steal her heart.

Stars and villains from "The Bachelor" and "The Bachelorette" get another chance to find love.

Professional dancers pair with celebrities to train and compete in ballroom dancing, receiving guidance from of a panel of experts along the way.

Being famous doesn't necessarily make it easier for celebrities to find love. "Famously Single" tries to help celebrities find partners with help from experts, who guide the stars while they look for love. The celebs live together in a downtown Los Angeles home. They are put through challenges and other exercises that strip away their fame to help them achieve the relationships they covet. The singles -- who come from such areas as TV, music and sports -- head to clubs, bars and tourist hot spots to try to find mates. Romance might be even closer than the housemates think when romantic connections take place in the house.

Patti Stanger has earned her "Millionaire Matchmaker" nickname (also the title of her previous show) through the years she has spent setting up wealthy people through her Millionaire's Club dating service, a practice she continues on this show. In each episode, two wealthy clients check into a luxury property in Southern California, where they unwittingly begin their "love lesson" through custom challenges designed by Stanger and her crew. Stanger then gives her feedback -- which can be brutally honest at times -- in one-on-one sessions with the daters, during which she gives an in-depth review of the surprise date. Each client is then introduced to the matches chosen by Patti, with the hope that one of them will be "the one." Stanger's team includes former beauty queen Candace, who has a psychology degree and is the top associate in Stanger's organization.

Following newly formed couples -- and their text messages -- as they explore their connections.