The correct spelling for "audieance" is "audience". To avoid this common mistake, one might consider using mnemonic devices such as remembering "AUDIence" by thinking of the word "audio". Additionally, referring to spell checkers or seeking assistance from grammar tools can also be helpful in ensuring the accurate rendition of this word.