It feels like I’m at a bougie store, but I’m not paying bougie prices,” one shopper said of the discount grocer, which is set to open hundreds of stores as consumers look to save and buy organic.

Aldi is a store famous for its ‘dupe’ versions of well-known products, from chips to frozen dinners to sweet treats. However, ...