I've had the opportunity to analyze click behavior for some pages, and there's a huge bias for people to click things at the top.

Let's say for example 90% of users are unsophisticated and 10% are sophisticated. Even if the #2 link is preferred 100% of the time by sophisticated users, you're still going to see 90% of people clicking the first link.