As the pop superstar, 34, continues to support the Kansas City Chiefs tight end, also 34, at his games, a source tells PEOPLE exclusively the couple remain “really happy” together.

They’re having a lot of fun, but they’re still seeing where it goes,” adds the source of the stars, who began dating shortly after Kelce revealed in late July on his New Heights podcast that he had tried to shoot his shot with Swift after her concert.

Since attending her first game in September, Swift has been consistently cheering on her boyfriend alongside his loved ones, including mom Donna, dad Ed and Kelce’s longtime friends.

Speaking for the first time about their romance to Time in December, Swift similarly underscored their support for each another.

When you say a relationship is public, that means I’m going to see him do what he loves, we’re showing up for each other, other people are there and we don’t care,” said the Grammy winner. “The opposite of that is you have to go to the extreme amount of effort to make sure no one knows that you’re seeing someone. We’re just proud of each other.”