This document discusses various techniques for phytochemical fingerprinting of herbal medicines, including TLC, HPTLC, GC, HPLC, and hyphenated techniques. TLC and HPTLC are commonly used for initial screening due to their simplicity and low cost. GC is useful for volatile compounds while HPLC can analyze most compounds. Hyphenated techniques like LC-MS provide more detailed information. A sample protocol for developing an HPLC fingerprint of Ephedra species is also outlined. The fingerprints can be used to evaluate quality, consistency, and chemical profiles of herbal medicines.