Prokaryotic cells lack a nucleus and membrane-bound organelles, are usually unicellular, and are found in organisms like bacteria. Eukaryotic cells have a defined nucleus, contain membrane-bound organelles, and can be unicellular or multicellular (e.g., plants, animals).