You may have heard this when Wicker and Wilde mentioned this in 3 Things You Need To Know. Here in Virginia it looks like CVS is where you can register to get your vaccine if you are 65 +. You must make a reservation. That means you cannot just walk up and get vaccinated.
Some Virginians are willing to drive to neighboring states to get one. If you are okay with hopping in the car for a day trip then you can get more information about the Federal Retail Pharmacy Program page from the Centers for Disease Control website.