Tips that should alleviate most forum angst:
1. Stretch a buff or base layer over both this and your pad to trap the slidey pillow in place overnight.
2. If you're a side sleeper and the pillow is too low, stuff a jacket under it. Jacket won't stay in place? See point 1 above.