Benefit from the non-invasion, high sensitivity, and convenience of surface-enhanced Raman scattering (SERS) spectroscopy, the related detection techniques are gradually popularized in various fields. This article highlights the novel SERS substrates issued by our team in recent years, endows with Raman scattering activity on different types of materials, and develops diversified chemical molecular detection and biosensing platforms.