Besides each other, but the door itself wasn't important so much as what was behind it. If they're starting to see it too who's to say they won't start seeing the door itself, or even us.

If we keep trying to reach them we might be able to break through. Lady Yuyuko and Miss Fey are probably your best options since they have a high sense for spirits, but you might be able to reach your Pokemon as well.