Identifying intermediate compounds often involves sophisticated analytical techniques. Methods such as spectroscopy, NMR (Nuclear Magnetic Resonance), and mass spectrometry are commonly used. These techniques allow researchers to detect and characterize intermediates based on their unique chemical signatures.