In a rare show of solidarity, both British English and American English spell advertise with an s in all forms.

Other languages, German for example, are notorious for very long compunds like this and this, that are made up and written as one word directly. Perhaps the way your native language deals with compounds explains your (or other authors') personal preference and sense of "right"?