Choiceology with Katy Milkman The Illusion of Number One
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Apr 20, 2026 
Shriya Boppanna, an MBA student who once chased college prestige, shares how rankings shaped her life choices. Rick Larrick, a Duke professor who studies how ranks steer decisions, explains why a single number grabs attention. They explore how rank labels change what we notice, skew choices, and move markets.
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How Tim Ferriss Bought A Number One Debut
- Tim Ferriss engineered a 48-hour coordinated push from niche bloggers to debut The 4-Hour Workweek at number one on bestseller lists.
- Hitting number one transformed his career into mainstream authority, launching a top podcast and investor opportunities.
Shriya's Two College Decisions And The Rank Trap
- Shriya Boppanna chased top-ranked schools, accepted Carnegie Mellon, then found the curriculum mismatched her strengths and struggled academically.
- Later, for her MBA she picked Duke for fit (not just rank), applied only there, and thrived in its curriculum.
Ranks Shift Choices Even When Redundant
- Rick Larrick's research shows adding an explicit rank label (first, second) shifts preferences toward the top option even when ratings already reveal the same order.
- The rank adds nothing informationally yet increases selection of the number one option.