"Catch Me" is a song written by Sid Tepper and Roy C. Bennett and was first recorded in 1960 by American teenage singer Jeri Lynne Fraser and released as the B-side of her single "Poor Begonia (Caught Pneumonia)" in August 1960.

Writers Tepper and Bennet also wrote the group's single "The Young Ones" and went on to write a total of 21 songs for Richard.

Cliff Richard and the Shadows also recorded a cover of another song originally by Fraser, "Lessons in Love" in August 1961 for their album The Young Ones.

The following year, "Catch Me" was released as a single in Australia in April 1962 with the B-side "Tough Enough", written by Johnny Otis and Morris Riden and first released by Otis as a single in 1957.

[3][4] An EP titled Forty Days was released in the UK in March 1962 which included "Catch Me" and "Tough Enough" as well as two other songs from 21 Today: a cover of Chuck Berry's "Thirty Days", titled "Forty Days", and "How Wonderful to Know", a cover of the Italian song "Anema e core".