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.'

The pop star’s recent breakup plays into her friends' alleged feelings about her new rumored relationship. They are apparently worried because of Trudeau’s rumored reputation with women, as well as the recency of her breakup with Bloom. The insider claimed:

Perry has been spotted enjoying an intimate dinner with former Canadian Prime Minister Justin Trudeau—just weeks after she and Orlando Bloom split.