Abstract The complexity of information encoded in surface-enhanced Raman scattering (SERS) spectra provides both tremendous opportunities and challenges for molecular characterization. While conventional SERS studies focus on the spectral window below 2000 cm⁻¹, high-order transitions, including overtones and combination bands above this region, have received limited attention despite their potential to reveal detailed insights into molecular surface interactions.