Trie stores strings prefix-by-prefix, enabling efficient prefix queries independent of dictionary size. The pattern clicks when you realize traversing a path in trie corresponds to matching a prefix. You'll reach for trie whenever you see "prefix search," "autocomplete," or "multiple words sharing prefixes." Understanding these concepts deeply helps you solve related problems faster.
Take time to internalize the pattern.