My kids figured out disabling Wifi disabled the Pihole within hours, and that was when they were ~9. They are intelligent opponents and a very fast moving target.
On Android, it's technically possible to use an always on VPN to still use pihole even when on cellular data, but unless there are some mdm controls on the phone, one can obviously disable the VPN.