The optimal number of clusters depends on your specific needs and the nature of your text. Here are some guidelines: - Start with a small number (3-5) and increase if you need more granularity. - If you have a general idea of how many themes are in your text, use that as a starting point. - Experiment with different numbers and see which gives the most meaningful results for your purposes.