The rumored new couple stepped out together in Montréal recently, and a source tells PEOPLE they’re “interested in each other”

Justin Trudeau and Katy Perry sparked dating rumors after being spotted in public together on July 28.Credit :
Chesnot/Getty; Monica Schipper/Getty
Justin Trudeau and Katy Perry sparked romance rumors this week with multiple outings in Montréal, and sources tell PEOPLE that something could be blossoming between the two.
One Canadian source says the pair shared an attraction, and now they are both available following Perry’s recent split from Orlando Bloom.
However, the source adds that exploring their connection could have roadblocks given their busy personal and professional lives.
“They are interested in each other, but it will take a while to see where this goes,” the source says. “She is traveling around the world, and he is figuring out his life now that he is no longer prime minister of Canada, but there is an attraction. They have a lot in common.”