Welcome to Bronze League 🥉

Bronze League is the tier for vibe scores between 1.0 – 3.9, placing you in the Bottom 20% of all users. Landing in Bronze League means your first impression has significant untapped potential. Your photo may be held back by lighting, expression, grooming, or style choices rather than your actual features. Research from Princeton shows that first impressions are 55% visual presentation and only 7% content — meaning Bronze League often reflects presentation gaps, not inherent limitations.

The fastest path out of Bronze is mastering the fundamentals. Start with lighting — natural, even light eliminates shadows that flatten features. Next, expression: a relaxed, genuine micro-smile reads as confident and approachable. Then grooming: clean skin, maintained eyebrows, and neat hair signal effort without overdoing it. Finally, style coherence — clothes that fit well and suit your body type. These four changes alone account for 80% of score improvements in the Bronze-to-Silver transition.

Bronze League has the single biggest upside of any tier. Small changes create dramatic results here because you are working with a fresh canvas. Users in this range who implement even two of the four fundamentals (lighting, expression, grooming, style) typically see 1.5-3.0 point jumps — the largest absolute gains anywhere on the scale.

Your league is determined by your overall vibe score, which is calculated by AI analyzing your selfie across five dimensions: attractiveness, confidence, style, charisma, and communication. The combined score maps to a league tier, with Bronze covering the 1.0 – 3.9 range.