Can't second right now (c'mon people, listen to a few of the as-yet unseconded tracks and pick one you like!), but I guess I can nominate...
my all-time favorite Beach Boys song (and I love the Beach Boys!)
The Beach Boys -- Help Me Rhonda (1965)