My parents would say Taylor because they know I love Her, and because She is the biggest pop artist in the world.
After that, IDK. Neither follows pop music or pop culture. They'd probably start listing country artists. Mom might mention Sara Bareilles/ Rihanna/ Beyonce because we've discussed them when they're on the radio, but I think Beyonce is the only one of the three that she could name from memory.