If you come across the misspelled word "bougie", it's likely referring to the slang term "bourgie" derived from "bourgeoisie". For the correct spelling, you can replace the "ie" with a "y" to write it as "bougie". This term is used casually to describe someone aspiring for a luxurious lifestyle.