Ternary intermetallic half-Heusler (HH) compounds (XYZ) with 18 valence electron count viz. ZrCoSb, ZrNiSn, and ZrPdSn, have revealed promising thermoelectric properties. Exemplarily, it has been experimentally observed that a slight change in the content of Y-site atoms (by ∼3-12.5 % i.e., m =0.03, 0.125 in ZrY 1+m Z) leads to drastic lowering in the lattice thermal conductivity κ L by more than 65-80 % in many of these compounds. The present work aims at exploring the possibility of maximizing the electronic transport scenario after achieving the low κ L limit in these compounds. By taking into account the full anharmonicity of the lattice dynamics, Boltzmann transport calculations are performed under the framework of density functional theory. Our results show that these excess atoms present in the vacant lattice site induce scattering by acting either as a rattling mode or by hybridizing with the acoustic modes of the host depending upon their mass and bonding chemistry, respectively. Furthermore, the introduction of these scattering centers may lead to the formation of a defect mid-gap