Sleeping position

Hi mummies as i am entering 3rd trimester i have been trying to sleep on my side. However, somehow i always sleep on side and part of my stomach. I am afraid this is gonna hurt the baby, anyone has the same experience? How to make sure we sleep totally on the sides without changing position? I use pregnancy pillow but it doesn’t seem to help