The primary characteristic that distinguishes vertebrates from invertebrates is the presence of a backbone or vertebral column. Vertebrates belong to the phylum Chordata and possess an internal skeleton made of bone or cartilage, which provides structural support and protection for the spinal cord. In contrast, invertebrates lack this feature and display a variety of body plans, leading to significant diversity in adaptations and habitats among the two groups.