In a recent study, we found that nematic liquid crystals (N-LCs) doped with chiral (S)-naproxen-functionalized dodecane thiolate protected gold nanoclusters (Au2, Au3) or non-chiral alkyl thiolate protected Au clusters (Au1) produce thin film textures with characteristic uniform stripe patterns separated by areas of homeotropic alignment. While these textures closely resemble textures commonly observed for chiral nematic (N*-)phases with large helical pitch, so-called cholesteric finger textures, they originate from local concentration differences of the nanoclusters in the N-LC solvent. While areas with higher particle content form linear particle aggregates (stripe domains) due to the surface anchoring of the N-LC molecules to the cluster surface, areas of lower particle concentration give homeotropic alignment as a result of particles residing at the glass–N-LC interfaces. To elucidate and confirm a chirality transfer from the chirally modified gold clusters to the non-chiral N-LC, despite the complex thin film textures, we here present detailed induced circular dichroism (ICD) studies of thin films of 5CB doped with the three different Au clusters. These experiments revealed that the chiral Au nanoclusters (Au2, Au3) successfully transfer chirality to the N-LC host producing a chiral nematic phase (N*) with the opposite helical sense in comparison to the pure, organic chiral dopant dispersed in the same N-LC host. Thus, these results provide the first experimental proof for the usefulness of gold nanoclusters as chiral dopants for N-LCs. In contrast, for the non-chiral Au cluster, at a macroscopic level, no relationship between the cholesteric finger-like textures and chirality was found.