A trie, or prefix tree, is an ordered tree data structure used to store associative arrays where keys are usually strings. It shows a trie with words like "tree", "trie", "algo", and "assoc". Functions of a trie include counting prefixes and matching words exactly. It is used to check consistency of phone numbers by ensuring no number is a prefix of another in the data set.