Start with K-means for a quick baseline - Use DBSCAN when you expect non-convex clusters or significant noise - Use GMMs when you need probabilistic assignments or ellipsoidal clusters - Use hierarchical clustering when you want to explore multiple granularity levels - Use spectral clustering when c