Suffix trees are a data structure that efficiently store all possible suffixes of a given string, allowing for fast pattern matching and other string-related operations. They are particularly useful in applications like text indexing, DNA sequencing, and data compression due to their ability to perform searches in linear time relative to the length of the string.