I did exactly that on a recent trip to the USA.

First day, I went to an AT&T shop and bought a phone + 8gb data for month for cash. No ID or credit card required.

I bought this not for anything nefarious, but just so I had a local number for hotel bookings plus a wifi hotspot if needed.