Is it common for an arrow tipped with broadheads (heck, I suppose anything for that matter) to slip right through a deer?

It seems like it would be as there's several razor sharp blades slicing a hole at the forend. If and when it does, doyou guys try to find your arrow? Before or after trying to find your deer? It seems like finding one of them that might have passed all the way through would be just as nostalgic and fun as finding a projectile from a firearm.

If this is a super common question I apologize, I just thought it easier to ask than research.

Edit: I just noticed the ignorance of my post. Deer obviously aren't the only thing hunted with a bow. My apologies.