a band called "the go-gos"
I Think It was Andrew Lloyd Webber
you go go you go
They can be a number of things, including action figures (which were a fad) produced by the Catalan company and an 80's musical group.
"Go, go, go to Crete" is the overture to an operetta called "La Belle Helene" by Jacques Offenbach