Autotrophs, such as plants and some algae, play a crucial role in an ecosystem as primary producers. They convert light energy into chemical energy through the process of photosynthesis, creating organic matter that sustains themselves and forms the basis for the energy pyramid. By producing oxygen and organic materials, autotrophs support the entire food web and contribute to ecological balance.