No, they're like disposable diaphragms (not suitable to use as contraception though). Lots of people get on with them very well and don't notice them. Some can feel them, and occasionally they fail. Oh, and apparently they empty themselves when you do a poo.
Don't get them confused with reusable menstrual cups such as the Mooncup, as those sit completely differently and can't be used during penetrative sex.