You know that different animals eat different things, right? You know that animals that are in the same grouping have similar diets and digestive systems, right? (Ex. order carnivora are all carnivores, mammals all have the same digestive organs) Well, bacteria 'eat' too. Cyanobacteria are photosynthetic, they obtain their energy from the sun. Whereas thermodesulfobacteria metabolize sulfur. Compare any two animals of any two classes (mammal, bird, reptile, amphibian, fish, cephalopods, etc) and they can only break down nucleic acids, protein, sugar, and/or* fat (all carbon based molecules). There is a greater difference between those two classes of bacteria than there is between two classes of animals.
I guess you could argue that I'm being myopic only looking at metabolism, but metabolism is one of the absolutely essential characteristics of life (other major ones are reproduction and development). It is one of the most important aspects of a living thing because it completely dictates which niche it fills.
*I say and/or because not all animals can break down all of the molecules in each category. Like how humans can't digest cellulose.