Though originally capitalized as a German noun, this word is now fully naturalized and should be lowercased and printed in roman type in both American English and British English.

An asterisk (✳) precedes words and phrases that are invariably inferior forms.
Garner’s Modern American Usage, Bryan A. Garner

Reference to zeitgeist in Language Resources