Primary producers, also known as autotrophs, are organisms that can produce their own food using light, water, carbon dioxide, or other chemicals. They form the base of the food web and include plants, algae, and certain bacteria. These organisms are crucial in ecosystems as they convert solar energy into chemical energy through the process of photosynthesis.