A Spanish language version of the song, titled "Yo te Voy a Amar", was recorded at the same time for Spanish-speaking countries.

During the video shoot, Justin Timberlake and Joey Fatone ended up exploring Alcatraz Federal Penitentiary without paying for tickets.

The video shows the group members clad in turtlenecks singing in the Redwood National and State Parks, with different shots of different love relationships shown in bubbles floating around the forest.

Footage of the San Francisco skyline appears at different intervals and at the key change towards the end of the song, the video pans to the members of NSYNC sitting at a table of an outdoor restaurant along the Embarcadero while eating and singing.

[5] A Spanish language version of the song, titled "Yo te Voy a Amar" was recorded at the same time and released in Spanish-speaking countries such as Mexico, Colombia, Venezuela, Peru, Chile, Bolivia, Paraguay, Uruguay, Argentina, Ecuador, Guatemala, El Salvador, Honduras, Nicaragua, Costa Rica, Panama, Cuba, Dominican Republic, and Spain.