Meanwhile if someone lives in a city they'll get loads of results.
EDIT: actually this is just a wrapper around wikipedia's nearby feature I think. I tried a couple of places and they give identical results.
https://en.wikipedia.org/wiki/Special:Nearby#/coord/15.90721...