Autocomplete for Meta's Search Functionality

Imagine Meta (formerly Facebook) is looking to enhance its search bar with an autocomplete feature that efficiently guides users to their desired pages, groups, or profiles. For instance, by typing just "ap," users should see suggested completions in the dropdown menu, allowing them to quickly navigate to their intended destination. How would you design this autocomplete system, and what metrics would you use to evaluate its performance?