Perhaps a suggestion to help with this would be to add this preferred location to your Windy Favourites? Then you don't need to keep searching for it. That would then also sync across all of your Windy devices.
Or for desktop use, another possibility is to add the specific forecast / layer / etc to your Browser Favourites using the url. That would also sync via your browser settings.
Hope that helps :)