Can I stop last-minute bookings, or keep a date to one group?

Both, on the details step.

Notice needed sets how many hours before the start time instant booking closes. At 0 somebody can book a tour starting in ten minutes; at 24 they cannot book one starting tomorrow morning.

Private tour means one group per date. The first booking closes that date whatever its size, so nobody is added to somebody else's day.