Are you able to have little timer countdowns included within your event calendar? Maybe this timer could be positioned next to the button. This also could help inform people on when the event is starting. As I have noticed there is not timezone information displayed on the event calendar.
We host virtual events open to anyone, and at the moment there is some confusion on which timezones our events operate in.