Miley Cyrus and Cody Simpson have sparked dating rumors after fans captured a video of them kissing.

E! was the first to report the two singers were spotted at a Los Angeles grocery store on Thursday afternoon (October 3), where eyewitnesses spotted them share a "quick kiss" after running in to get sushi and a couple of drinks. However, now, TMZ obtained video footage of them full-on making out at Backyard Bowls eatery.

According to the outlet, the "two appeared to be having a pretty serious conversation before Miley moved over to sit on his lap, and before long their PDA escalated to a make-out session."

Check out the video of Miley Cyrus and Cody Simpson kissing in the video, below:

E! notes these aren't the only times Cyrus and Simpson have been seen around LA together in recent days. Actually, it isn't the first time the pop stars have been romantically linked either. The pair sparked rumors in late 2014 and hung out a lot in 2015, but Simpson always claimed they were just friends.

"Miley is one of my best friends and she helps with some of that transitional stuff — trying to escape your childhood," he told GQ Australia in an interview. "She's super open-minded and I'm working on becoming more like that."

At the time, the Australian singer was dating model Gigi Hadid. As for Cyrus, she eventually got back together with Liam Hemsworth... and well, you know what happened next. The two got married in 2018 but split up over the summer. Soon after the news broke, she was spotted kissing Kaitlynn Carter on a yacht in Italy. The women dated for a couple of weeks before also calling it quits, which leads us to this potential new romance with Simpson.

We'll have to wait for one of them to confirm the status of their relationship, but until then, we'll be refreshing our Instagram pages to see if Cyrus or Simpson make it ~official~.