Hey @kjdawson1,
While there isn't a search field in the 7.1 template store where you can type the template name to find it, there are two options you might want to consider:
A. Select "All Templates" under the "Browse By" menu at the top left of the page. Then you can use cmd+f (Mac) or ctrl+f (Windows) to type the name of the template and quickly find it.
B. Directly visit the template's demo site at https://templatename-demo.squarespace.com/. In this case, you'd be replacing the name of the template in the URL.