Simpson played golf for Wake Forest University on an Arnold Palmer Scholarship. During his time in college, he competed on winning Walker Cup and Palmer Cup teams. Webb was a 3-time All-American and was named the ACC Player-of-the-Year in 2008. Simpson turned professional in late 2008.