The solution for me was I was logged into an account that didn't have permissions. I forgot we had a special account used for app deployment as we hadn't submitted to the store in awhile. So make sure you have permissions and are logged into the correct account.
I also updated to the latest version of Visual Studio as other forums said some bugs were fixed in this area so that may have contributed to it working as well.
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