Scrolling through that list manually is a massive waste of time. Fortunately, Google Chrome has some powerful (and often overlooked) ways to search your bookmarks instantly.
@bookmarks
Searching bookmarks in Chrome is a straightforward process. Here are the steps: search bookmarks in chrome