The book 'The One Thing' by Gary Keller emphasizes the importance of focusing on a singular, significant goal that makes achieving other goals easier. It discusses the '80/20 rule', which suggests that a small percentage of efforts yield the majority of results, and encourages individuals to prioritize their actions accordingly. The text also highlights the value of discipline and constructing productive habits to automate success, ultimately steering readers to define and achieve their most critical objectives.