Chemical fingerprint is a comprehensive and quantifiable quality control method. In recent yeas, the chemical fingerprint technique was applied more and more in the identification of quality, authenticity, variety, and origin of tea. The main techniques and data analysis methods to establish the tea chemical fingerprint technique were reviewed in this paper. Meanwhile, the problems and development prospect of the application of chemical fingerprint in tea were pointed.