Avoid Transformers with overly cluttered designs or excessive detailing that may detract from the overall composition. Stay away from static poses lacking dynamism or emotion. Ensure that the background complements the Transformer's theme without overwhelming the main subject. Additionally, avoid using colors that clash or distract from the overall aesthetic.