Seems like Katy Perry and Orlando Bloom are upping the ante on their relationship after they were spotted together out with his five-year-old son, Flynn.

The 39-year-old actor and dad was seen driving his little boy around LA on Saturday. But a closer look revealed that they had company: 31-year-old Katy, who was sitting in the back seat with the tot.

The pop star sipped a coffee and looked relaxed and happy on the car ride with her new beau and his son with ex Miranda Kerr.

RELATED: Katy Perry and Orlando Bloom Spotted Cozying Up — Again!

orlando bloom and son flynn getty 2014

Orlando Bloom and son Flynn.

A source told People that the couple spent the day together and took Flynn to a birthday party.

"They attended a kids' birthday party at Robert Downey Jr.'s house with Orlando's son Flynn," the insider said. "They were laughing, playing music and joking around with Flynn. Katy looked very comfortable at the kids party. She seemed very happy to spend the day with Orlando."

There were even photos snapped of the car ride over.

Orlando and Katy have been rumored to be dating since January, when they did some serious flirting at a Golden Globes after-party. Here's hoping things keep going well for the pair!