You can buy it anonymously, mostly through P2P exchanges and markets. But simply buying bitcoin or some other popular coin with fiat, then exchanging that to Monero and using that to buy your privacy things will work as well.
Monero is very private and anonymous.
Do you hear that whisper in the wind?
watch the orville