If we go by what’s on the link you provided, look at the item labelled:
YoyoJam Flat Silicone O-rings - Two.
It’s the third item down. That’s what you need.
So, yes, that’s the one. make sure you put it in sticky side down(the side that was stuck to the paper backing).