The correct spelling for "fugitove" is "fugitive". To avoid this common mistake, try associating the correct spelling with key phonetics, such as “fug†followed by “itive.†Additionally, relying on spell-check tools or referring to a dictionary can be helpful in ensuring accurate spelling.