Do CD's store data on a single spiral track?

Yes, the data is stored in one long, continuous, tightly-wound spiral as opposed to many concentric circles.

CD data is stored as a series of tiny indentations known as "pits", encoded in a spiral track moulded into the top of the polycarbonate layer.

-- from wikipedia