The Bee Gees recorded "To Love Somebody" at IBC Studios, London in March 1967 and released it as a single in mid-July 1967 in the US. Redding died in an aeroplane crash later that year, before having a chance to record the song. The song was recorded around April 1967 with "Gilbert Green" and "End of My Song" at the IBC Studios in London, England.
Robin said, "Everyone told us what a great record they thought it was, Other groups all raved about it but for some reason people in Britain just did not seem to like it". Barry said "I think the reason it didn't do well here was because it's a soul number, Americans loved it, but it just wasn't right for this country".
Barry Gibb explained in a June 2001 interview with Mojo magazine:
It was for Robert. I say that unabashedly. He asked me to write a song for him, personally. It was written in New York and played to Otis but, personally, it was for Robert. He meant a great deal to me. I don't think it was a homosexual affection but a tremendous admiration for this man's abilities and gifts.
The simple title refrain of the chorus, "You don't know what it's like, Baby, you don't know what it's like, To love somebody...the way I love you" has the effect of being at once heartbreaking and triumphant, a self-pitying put-down to an unrequited love. "There's... a certain kind of light that never shone on me... You ain't got to be so blind, I'm a man, can't you see what I am?, I live and breathe for you, But what good does that do, If I ain't got you?".