User Breakdown & Activity Analysis

Wallet Tier Segmentation

🐳 Whales (Top 1%): Highest volume traders, critical for market depth
🦈 Sharks (1-5%): Large volume regular traders
🐬 Dolphins (5-10%): Mid-sized consistent traders
🐟 Fish (10-20%): Active retail traders
🐙 Octopus (20-40%): Regular retail traders
🦀 Crabs (40-60%): Occasional traders
🦐 Shrimp (Bottom 40%): Small retail/new traders

Significance for Avalanche DEX Growth

Liquidity Impact

Whale/Shark behavior directly impacts market depth
Understanding tier-specific behaviors helps in targeted liquidity incentives
Retention patterns indicate sustainable liquidity growth potential

Market Development

User segmentation enables targeted marketing and features
Retention metrics guide sustainable growth strategies
Volume patterns help optimize liquidity pools

Key Growth Metrics Highlights

User Base Growth

Net User Growth trends across tiers
New User Acquisition rates
Reactivation success rates

Volume Metrics

Average Volume per User by tier
Total Volume trends
Tier migration patterns

User Behavior Metrics

Engagement

Average Swaps per User
Activity frequency patterns
Cross-tier movement

Retention

Cohort Retention rates
Churn patterns
Reactivation success

Business Significance

Market Health Indicators

User distribution across tiers indicates market maturity
Volume concentration shows market resilience
Retention rates suggest platform stickiness

Growth Opportunities

Tier-specific behavior patterns reveal growth levers
Churn patterns highlight improvement areas
Volume patterns show market optimization potential

Key Takeaways

Market Structure

Higher tier stability is crucial for market depth
Lower tier growth drives long-term sustainability
Retention patterns vary significantly by tier

Growth Drivers

Tier-specific incentives impact retention
User migration between tiers indicates market health
Reactivation success varies by user segment

Growth Recommendations for June+

A. Tier-Specific Strategies

Whales/Sharks

Implement VIP services and custom analytics
Offer reduced fees based on volume commitments
Provide early access to new pools/features

Dolphins/Fish

Launch mid-tier loyalty programs
Implement social trading features
Offer educational content and trading tools

Octopus/Crabs/Shrimp

Simplify onboarding processes
Provide basic educational content
Implement small-trade optimizations

B. Liquidity Growth Initiatives

Targeted Incentives

Design tier-specific liquidity mining programs
Implement dynamic fee structures
Launch concentrated liquidity pools

C. Platform Development

Feature Enhancement

Develop advanced trading tools for higher tiers
Implement social features for mid-tiers
Create simplified interfaces for lower tiers

D. Community Building

Engagement Programs

Launch tier-specific community programs
Create mentorship programs across tiers
Develop educational content for each segment

E. Technical Optimization

Performance Improvements

Optimize for high-volume traders
Implement MEV protection features
Enhance mobile trading experience

These insights and recommendations should be regularly reviewed and adjusted based on changing market conditions and user behavior patterns. The focus should be on building sustainable growth while maintaining market stability and user satisfaction across all tiers.

Dashboard	Creator	Published	Activity
Daily holders of $BMT (BSC) and Latest holders of XSGD (AVAX) Mar 18, 2025	defi__josh	Mar 18, 2025	0
Avalanche DEX Ecosystem Analysis: User Segmentation, Retention & Growth (Traders & Liquidity Providers) May 24, 2025	defi__josh	May 24, 2025	0

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