As I have said on the mailing list already, local knowledge.  Also, as I have also said on the mailing list, a quick overpass search finds lots of other similarly named shops tagged as "shop=charity" nearby.

I could forgive a completely new OSM contributor with making this kind of basic error, but am genuinely saddened that someone with your level of experience with OSM is making these kind of basic mistakes.