Celebrity blogger Zack Taylor reported that the two had lunch at The Pancake Pantry in Nashville on Thursday, May 27.
19-year-old Taylor has recently told how she isn’t looking for love.
She told Hello!: “I feel that a lot happens to you when you’re not looking for it, so I’m not actively looking. I don’t have a problem with being single.”
Bieber, 16, is currently dating a few girls.