Katy Perry and Justin Trudeau recently fueled dating rumors after the singer and the former Prime Minister of Canada were spotted having dinner together in Montreal on July 28. Since then, different speculations about their relationship and dynamics have been swirling all around the internet.

Justin Trudeau and Katy Perry recently sparked romance rumors after stepping out in Montréal, and a source tells PEOPLE they had an 'instant connection' and 'have a lot in common.'

Katy Perry and former Canadian prime minister Justin Trudeau went viral for their three-stop Montreal outing—a park walk, followed by dinner, and then drinks—a week ago. Today, a source told Us Weekly that yes, they were “definitely on a date”—and that Trudeau and Perry had been in contact for weeks leading up to their rendezvous.