Setting a custom domain name is only available for the Shared, Basic and Standard modes for Web Apps. Before switching a web app from the Free mode to the Shared, Basic or Standard mode, you must first remove spending caps in place for your Web Apps subscription.
For more information on the App Service plan modes, including how to change the mode of your site, see How to scale web apps.