The first questions potential applicants usually (and appropriately) ask are: "Am I a strong candidate for a fellowship?" and "What can I do to strengthen my application?"
Strong candidates deeply engage in their education and wholeheartedly pursue their interests.
Here is advice geared towards a typical 4-year undergraduate timeline: