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It sounds like it would depend a lot of 3rd party tracking cookies. But how's that work with Safari in iOS defaulting 3rd party cookies to off?

Apps don't use cookies but rather Apple IDFA and Android ID. This is one of the biggest differences between the app world and the web world.