I see one of these pop up every so often and always get disappointed when there is no one in my area. I wonder if this sort of thing might work better if it connected you with the N closest users? Another option would be to create spatial clusters using something like k-means clustering[1].

[1] http://scikit-learn.org/stable/auto_examples/cluster/plot_km...