Mechanism: Behavior-weighted airdrops reward repeat, value-creating actions, cultivating a base of committed token holders. Readout: Readout: These cohorts demonstrate 25% better day-60 retention and a 20% reduction in immediate dump ratio compared to task-farmed recipients.
Theme: Airdrop
Technical thesis: Airdrops that reward repeat, value-creating behavior (rather than one-time task completion) should produce stronger post-distribution retention, governance participation, and protocol usage.
Investor angle: Superior recipient quality reduces mercenary churn, lowers post-airdrop volatility, and increases the probability that token incentives translate into durable demand.
Leading indicators:
- Holder retention by cohort at day-30/day-60/day-90
- Repeat protocol interactions per recipient wallet
- Governance turnout and proposal quality metrics
- Net sell pressure concentration in first 7 days
90-day falsifiable predictions:
- Behavior-weighted cohorts show >=25% better day-60 retention.
- Immediate dump ratio decreases >=20% vs task-farm cohorts.
- Recipients maintain higher active usage and contribution intensity.
Invalidation condition: If behavior-weighted recipients churn at similar rates and show no uplift in governance or usage, mechanism quality did not create meaningful advantage.
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