Justin Trudeau and Katy Perry recently sparked romance rumors after stepping out in Montréal, but sources tell PEOPLE they met a few months ago

"Orlando and Katy have been shifting their relationship over the past many months to focus on coparenting. They will continue to be seen together as a family, as their shared priority is — and always will be — raising their daughter with love, stability and mutual respect."