It is overviewed that the development of steel organic inhibitors species and research methods in recent years in this paper. Focusing on discussing the inhibition effect and mechanism of inhibitor in acid media. The authors briefly summarize the achievements of applying quantum chemistry and artificial neural networks and laser Raman spectroscopy methods in developing inhibitors, and give a review on these methods , and anticipate the developmental prospects.