Sometimes we hear about century rides from friends or other riders but often that's after the fact. There are several sites that you can visit which list upcoming century rides.
Bike A Century has rides for all 50 states
Biking Bis has rides for Pacific Northwest area
Gran Fondo Guide lists gravel, road, mountain bike and other ride types for USA and Canada