Select the survey you want to see the viewed count for and go to Analytics.
Yes, as a best practice it is always recommended to reset the viewed count before distributing the survey.
Goto: Analytics >> Select Participant Statistics from the first drop-down >> Click on the reset link available next to viewed
This feature is available with the following licenses :