However, just as "the hurricane [was] crossing the coast line," the couple "were lost and found, in the nick of time."

Rolling Stone's David Wild described the track as "a gorgeous ballad about a couple in New York City weathering their own storm as a hurricane sweeps across the coastline.

"[2] Stephen Thomas Erlewine of AllMusic noted "Lost and Found" as a highlight from the Think Visual LP.

[5] In the video, an orchestra performs the track with the members of the Kinks, as a film is displayed in the background.

One of the instrument players catches the eye of Davies in this display, and enters the film to unite with him.