When you create a new tax rate, it is NOT automatically applied to any existing Items. If you'd like to tax all your Items at a location, it's easy to do!
Just click "Apply Tax to Items" at the right of the Tax Rates page:
Then confirm that you want all Items the enabled location(s) to be taxed at that rate.
Let us know if you have any questions. We are here to help!