[2] The "Frog Chorus" backing on the song was provided by The King's Singers and the choir of St Paul's Cathedral.

Peter Kay performed the song on Britain's Got the Pop Factor... and Possibly a New Celebrity Jesus Christ Soapstar Superstar Strictly on Ice, his satire of TV talent shows.

Although intended purely as a children's song in the mould of the Beatles' "Yellow Submarine", "We All Stand Together" is sometimes derided as an example of McCartney's inconsequential songwriting by his critics.

[4] In a satirical cartoon by Stephen Collins of The Guardian in 2012, McCartney is shown recalling his creative partnership with John Lennon in the 1960s, before concluding: "It was a great time, y'know ... And then I went on to do The Frog Song.

In October 2020, for the 100th anniversary of the Rupert character, the single was remastered for streaming and a vinyl re-release of the picture disc, alongside a 4K restoration of the accompanying short.