Ridge - pets are not allowed on any of PCB's beaches except a dedicated "Doggie Beach" just west of the city pier (Pier Park)
More info is here:
Bay Families with Dogs // Dog Friendly Public Spaces :: Frank Brown Park
We haven't taken our pooch out there, yet.... but I'm sure we will this summer.
Have a great trip!