We know that all matter is made of atoms because of scientific experiments and observations. Scientists have conducted various experiments, such as the famous "oil drop" experiment by Robert Millikan, which provided evidence for the existence of atoms. Additionally, advancements in technology, such as electron microscopes, have allowed us to directly observe and study atoms. These collective observations and experiments have confirmed the atomic nature of matter.