Typefaces convey far more than meets the eye and are a vital part of your corporate ID. Non-designers know this too. Everyone reacts to typefaces subconsciously.
Other things to think about: colours; shapes; emotional responses to these; and what the culture, age, education levels and income of your market have to do with the impact of your logo.