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XPrivacy for rooted android could do this 7+ years ago and there are other modern alternatives (but I haven't rooted my phone for a long time so I can't vouch for them): https://github.com/M66B/XPrivacy
Obviously that is not mainstream, I agree it should come built in. But then both Android and iOS allow bullshit like region-locked apps or preventing screenshots from DRM content, so good luck with that.
There is an app for creating data-poisoning contacts: https://f-droid.org/en/packages/me.billdietrich.fake_contact...
Source code: https://github.com/BillDietrich/fake_contacts
FWIW: Rooting seems fairly easy at this point in time, at least for pixel devices.
Flash with magisk, install Universal Safetynet Fix (https://github.com/Displax/safetynet-fix/) and you're passing safetynet / play integrity API.
I haven't come across a single app that doesn't work due to root currently, but I limit my installed apps.
Hell yeah, fake data should totally be an option!
This could be achieved with something like Xposed, a cool project is https://github.com/M66B/XPrivacyLua.
I actually made a "clone" with the option to generate data per permission as a school project, good times
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