The two stars were each spotted at the Los Angeles International Airport Monday night before catching a flight to Canada.
“They flew on the same flight to Vancouver,” a source told E! News. “They were in the lounge together before and walked together to the plane, but separated when they saw photographers.”
However, while it may seem that the two stars are getting cozy together, they are are not in fact a couple.
Bloom and Gomez share the same agent, which is why they traveled together, and were on their way to the We Day conference in Vancouver (the same event they were first spotted spending time together back in March) where they will each speak. Gomez will host the conference, which films Wednesday and airs on Nov. 11 and Nov. 22 in Canada.
We can’t forget that the last time Gomez traveled to Canada, her and on-again boyfriend Justin Bieber ran into some trouble with the law after an ATV accident turned ugly.