Typically we assume that λ is fairly small, so Alice is much more likely to click a link than to pick the “surprise me” button.
Even though Alice’s path through the web pages is random, Alice will still see popular pages more often than unpopular ones.
That’s because Alice often follows links, and links tend to point to popular pages.