Hello Ayushman, 

yes the preference ranking does matter as you need to fill colleges according to the wants and likes of yours

you cannot fill them up randomly as it will affect the outcome definitely

all the best 

if you want a high rank college, you should those college first and immediately after that fill the colleges which you are sure you cantake admission in 

it will definitely help you out 

all the best to you