Justin Timberlake launches a search for love in the video for “Not a Bad Thing,” the third single off his album The 20/20 Experience – 2 of 2.

The video, which premiered on “The Ellen DeGeneres Show,” is based on a true story of a guy who proposed to his girlfriend on the Long Island Rail Road using Justin’s song. The clip is less music video and more a documentary about finding love, and doesn’t feature an appearance from Timberlake.

In their quest to find the lovers, a search party plasters signs around town and gets the word out on the radio and Twitter using the hash tag #haveyouseenthiscouple.

There is also commentary from couples who found true love, giving insight into their relationships.

Will their search prove successful? Watch them keep romance alive.