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Put your phone in a Faraday bag for an extended period of time, then check what kind of ads you get.
Wireshark won’t show you anything if it’s encrypted, other then a communication taking place. There’s nothing stopping them from batching or otherwise obfuscating things through all kinds of means.
They are, so, why bother?