If I am under 18 Can I buy AirPods with cash in store?

As far as I know there is no age restriction when paying cash.

Either call the store and ask or go to the store and make a purchase

using cash to find out the definitive answer.

Certainly fine in USA. My minor children also use my debit card sometimes.