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When choosing a low-carb meal replacement shake, prioritize those with minimal added sugars and hidden carbs. Read labels carefully, focusing on net carbs (total carbs minus fiber) and ingredients like artificial sweeteners which can affect blood sugar levels. Opt for shakes high in protein and healthy fats to keep you satisfied longer.