Whisker Biscuit all the way. It's about $34 at Wal-Mart. I love it because it alleviates the problem of the arrow falling off the rest as well as it is almost noise free.

Don't doubt yourself, some deer are just more skittish than others, I would suggest taking a look behind you earlier though, just use slow movement to do so.