Eddie's brother Brian Holland was a Motown staff songwriter who also tasted success in 1961, being a co-composer of the Marvelettes' US No. 1 "Please Mr. Postman".
Eddies bror Brian Holland, der var ansat som sangskriver på Motown, oplevede også succes i 1961 som med-komponist af The Marvelettes' nr. 1 hit i USA Please Mr. Postman.