Spectroscopy provides essential information about the chemical composition and electronic properties of nanomaterials. Techniques like Raman spectroscopy can identify molecular vibrations that give insights into material composition. XPS helps in the analysis of surface chemistry, while FTIR is used for identifying organic materials and functional groups.