One common pitfall is selecting recommenders who do not have a strong understanding of your work or its relevance to nanotechnology. Generic or vague letters are less impactful. Additionally, failing to provide recommenders with sufficient time or information can result in weaker recommendations. It is also crucial to ensure that the letter addresses the specific audience and criteria of the application, whether it is for a graduate program, research grant, or job opportunity.