**Problem Statement:**
Given the required input arguments, write an efficient algorithm to solve the **Longest Word in Dictionary** problem. Implement the required logic as specified by standard definitions for this classic algorithmic challenge.
**Hint / Expected Approach:**
Insert all, DFS/BFS checking each prefix present
**Edge Cases to Consider:**
- (1) Multiple same-length valid words
- (2) Single word
- (3) Word with all prefixes missing