Oh, most definitely and I agree with SatanJonez - the other way around as well. There are instances where someone may not physically be your type but you begin to like them based on interests, commonalities, chat in general. Physical attraction will capture initial attention, sure, but you must have connection beyond physical working as the glue to keep that relationship going. I have found men attractive but based on how they carry themselves or communicate that initial physical attraction dissipated.