The singer, 27, was spotted arriving at his mansion in LA with a big bag of groceries.
She tried to keep a low profile as she turned up in a cosy sweater, denim cut-off shorts and a pair of white trainers.
Selena’s shopping bag appeared to be full of sweet treats including ice cream and fruit salad, while she carried a Louis Vuitton hangbag on her other arm.
The visit comes after the duo enjoyed a night out together on Thursday.
A mutual friend had shared a photo of a group outing, with the pair looking very cosy on the end.