Preparing for Privacy with New Home?

I’m in the market for a new home. I’ve been renting since I left college but my registered address is my old family home.

I figure this is a good time to start establishing privacy measures. What steps can/should I take to make sure my new address stays as private as possible to the public and to advertisers/companies?

I live in the US.