For over a decade location-based "food near me" type searches are the only kind I still use Google as well.

I think this their only moat, but it is a pretty deep one. They had decades to hone their localization, presumably spending a ton of money on local human quality assurance and it pays of.

This will be pretty hard for any competitor to replicate, especially when they have to operate under more economic pressure than Google had to during their golden years. Certainly no competitor so far comes close to Google for local search.