We “need” a rabies tag in the same way that you need a “TV” license in the UK except far less taken rate. Op is greatly exaggerating here.

Absolutely no enforcement except as secondary issues arise.

I have literally never heard of anyone volunteering that they have a dog, and they did buy the “mandatory” license.