Nopales are most commonly found in Mexican or Latin American grocery stores. You can usually buy them fresh in the produce section, often both whole (with the spines still on them) and cleaned (spines removed, ready for cooking). Many mainstream supermarkets also often nopales due to their rising popularity. If you cannot find them in the produce aisle, you might find them jarred or canned in the international foods section.