Application not auto creating AccountController

My issue/resolution was slightly different than the accepted answer. I was choosing the "Web API" template while checking the "MVC" checkbox and I DID select Individual User Accounts, but the account controller/views were still not created. It appears the Account boilerplate doesn't get generated with the Web API option, regardless of what you choose for Authentication.

You need to select some form of authentication when you create the app.