I made the decision to get mine on my left side even though I'm right-handed, because I, like you, sleep more on my right side. But then of course I ended up getting a second one on the right side so it didn't matter

But I think it's good to take everything into consideration. On the one hand, it's a big decision, but on the other hand, you'll adjust no matter what side you choose.