The best response to why no large organisms are known to undergo chemosynthesis is:
chemical energy can never directly support large organisms.
This is because chemosynthesis typically occurs in environments where light is not available, and the energy from chemical reactions is generally not sufficient to support the metabolic needs of larger, more complex organisms. Instead, larger organisms usually rely on photosynthesis or heterotrophy for energy.