We characterize the near-field optical response through the average near-field enhancement of the local electric field at resonating nanoparticle surfaces. At each ω, we compute the maximum electric field intensity |E(x)| on the surface of each particle (i.e., each particle's hotspot) and define the ensemble's near-field enhancement E hot as the average of these hotspots.