The key low-carb ingredients for these cookies include almond flour instead of regular flour, a sugar substitute like stevia or erythritol instead of traditional sugar, and unsweetened cocoa powder. These substitutions help reduce the overall carbohydrate content while maintaining the delicious taste of Oreo Cheesecake Cookies.