Dog food packaging can sometimes be misleading with colorful claims aiming to catch your attention. Phrases like "natural," "premium," or "gourmet" might not hold much substance in terms of genuine quality ingredients. Always back up these claims with thorough ingredient analysis rather than relying solely on marketing tactics.