Produced by White N3rd and Balistiq, it samples "I Should've Known Better" by Mica Paris and Omar,[2] as well as Blue Boy's song of the same name.

"Remember Me" is sung with soulful vocals by both Daley and Jessie J, and samples 'Should've Known Better' by Mica Paris (co-written by Omar) and "Woman of the Ghetto" by Marlena Shaw, in a similar manner to The Blue Boy's use of the same samples in his track of the same name.

The song was produced by White N3rd and Balistiq – the production duo behind some of Delilah’s best known tracks, and Paul Heard (Wretch 32, "Don’t Go").

[4] Krishma Kudhail of GRM Daily, who gave the song four stars out of five, wrote, "'Remember Me' sounds like a combination of soul and pop and Daley’s voice blends very well with the tempo of the beat.

Effects include bass-cones vibrating milk and cassettes catching fire.