Released by Pye Records on 1 April 1966, it was produced by Tony Hatch and featured contributions from his new backing band, the Buzz.

Two weeks after the release of "Can't Help Thinking About Me", David Bowie departed from the Lower Third, mostly due to the insistence of his then-manager Ralph Horton.

[6] The song itself is influenced by the contemporary soul and R&B sound, featuring call-and-response harmonies similar to the Who's recent hit "Anyway, Anyhow, Anywhere".

[2][4][6] "Do Anything You Say" was issued in the United Kingdom by Pye on 1 April 1966, with the catalogue number 7N 17079 and backed by "Good Morning Girl".

[7] A review published in Melody Maker by singer Dusty Springfield read: "I haven't got a clue who this is either, but I can see the effort that has gone into this record.