If your profile says anything about being a trader or is private, 9 out of 10 times that'll be an insta-ignore unless I've contacted you or vice versa.

Random friend requests without explanation will be thought about vigorously, left to sit in the void for a few days, and then decided on by a unanimous vote from the council of friend requests.

Commenting and saying explicitly why you're inviting me will help.