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The SKIMS founder provided a glimpse into the pair's romance across a series of Instagram Story videos on Sunday.
In the clips, Kardashian, 41, cozied up with Davidson, 28, before turning to kiss him. The Saturday Night Live alum also pulled Kardashian close and kissed her head.
Kardashian and Davidson have been spending time together in Los Angeles. On Friday, the comedian was spotted supporting Kardashian at a SKIMS photoshoot.
This all comes after Davidson was unable to join Kardashian at sister Kourtney's wedding to Travis Barker last week. (Davidson's final appearance on Saturday Night Live occurred less than 24 hours before the ceremony.)
"Pete continues to spend a lot of time in L.A.," a source tells PEOPLE exclusively. "He didn't make Kourtney's Italy wedding, but met up with Kim as soon as she returned to L.A."
The source also confirms that Kardashian and Davidson's relationship is getting serious.
"Kim loves having Pete around. He is great with her kids," the insider adds. "He is very playful and a big kid himself. They are in a committed relationship and not seeing other people. Kim is very happy."
It wasn't until February that Davidson publicly called Kardashian his girlfriend in an interview with PEOPLE.
"And so when it did happen, we were kind of, like, 'Oh, my God, I wasn't planning on this. And this isn't even what I was thinking of,'" she continued. "And it just makes it that much sweeter and so much more fun."