Cannot get Google Maps Pro to work

When I'm trying to create a map, it just stays tuck saying sending data. And no map is showing.
There is the following error in the browser console:
Google Maps JavaScript API error: RefererNotAllowedMapError

I've added my site URL to the API settings, but didn't help.