'neatnik' originates from English, combining 'neat' with the Yiddish-derived suffix '-nik', which denotes a person associated with a particular quality or thing.

'neatnik' was coined in the mid-20th century, inspired by similar constructions like 'beatnik'.

Initially, it meant 'a person who is neat', and this meaning has remained consistent.