GDPR Request from US Citizen in the US

Hi,

I operate an ecommerce store in the US that only ships to customers in the US. I got a GDPR request from someone in Virginia and this person is not a customer, nor have they created an account on my website. Do I need to do anything? Is this some type of scam?

Thanks!