YAHOO! is indeed an acronym for 'Yet Another Hierarchical Officious Oracle.' The name was coined by founders Jerry Yang and David Filo in 1994, with 'Hierarchical' referring to the directory structure and 'Officious' referring to their office assistant approach to organizing web content.