EDIT:
Thanks to Karl, who in the comments pointed out multiple flaws in my implementation. I've fixed them and pushed the updated version to github.
/EDIT
Geoboxing is a technique for pre-computing bounding boxes for points of interest. On AppEngine geoboxing allows for fast searching using only equality filters, which saves your single inequality filter for other parameters.