It is shown that surface enhanced Raman scattering (SERS) average signals and fluctuations can be used to characterize the spectral dependence of plasmon resonances, and are particularly sensitive to the local fields, as opposed to other optical techniques. SERS can be used to probe both the plasmon resonances and the mechanisms of optical amplification. (c) 2005 Elsevier B.V. All rights reserved.