Select the survey you want to see the viewed count for and go to Analytics.
Yes, as best practices 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 :