Your experience is unusual. Generators are expensive and require maintenance, and many stores (even larger chains) don’t have them. And, as anyone who’s worked with or in a data enter knows, sometimes they don’t work when needed.

Many grocery stores rely on short notice rental of refrigerated semi trailers rather than the ongoing maintenance / testing of generators.