And on March 5, Swift, 24, and Victoria's Secret gal pal Karlie Kloss hit the Pacific Coast Highway for an all-girls road trip. Exploring California's Pfeiffer Big Sur State Park, the friends posed for Instagram shots in the park's giant forest.
"Beach, forests, cliffs, Northern California, sand, flower picking. Best road trip ever," Swift captioned one picture.
With breathtaking views and plenty of frolicking, the girls seemed to be having a ball visiting a bakery and running down the beach.
Swift has spent time with several Victoria's Secret models after performing at the annual fashion show in the fall.
And this isn't her first girls day out. In late February, the "Red" singer enjoyed a weekend of fun with New Zealand breakout star Lorde. The girls hit the beach in Malibu, Calif. before heading out for a day of shopping.
"Looks like they are really becoming friends!" a source told Us Weekly at the time. "My girlfriend saw them at Paradise Cove together this weekend. They were laughing and joking around together."