Never. Friendship comes from spending regular unstructured time with other people. It’s very hard to make real friends on purpose.
Only the first meeting has to be incidental. Expecting all future contact to be incidental is how you let all could-be friendships and relationships pass right through your fingers.
Take a little control over life.