A purchase is good on the store where you made your purchase and does not transfer to other stores. A purchase on Steam allows you to play on Windows, Mac, and SteamOS/Linux computers signed in with your Steam account.
You can play Steam games on your mobile device using the official Steam Link app, available on the iOS App Store and Google Play Store.