We report first measurements of optical second harmonic generation in filled nematics. They were performed in order to clarify open questions about the anchoring conditions in this material, which consists of low portions of pyrogenic silica dispersed in a nematic liquid crystal. We compare the SHG behaviour with that of Polymer Dispersed Liquid Crystals and show that in FN two contributions to SHG with different origins have to be considered.