Shadow TokenSHDW

This report distills Blockworks Advisory’s research on incentive programs and their analysis, offering a foundation for designing future initiatives and advancing industry-wide standards. By highlighting key lessons and methodologies, we aim to empower protocols to make informed, data-driven decisions.

This report is a retroactive analysis of Arbitrum's Long Term Incentives Pilot Program (LTIPP). We collect relevant data at a protocol level and review bi-weekly updates to analyze recipients, their strategies, and the impact of the incentives on high level growth metrics. In particular, we want to highlight outperformers and underperformers, and glean any best practices or lessons learned for protocols distributing ARB incentives in the future. The overarching goal is to synthesize lessons learned that the DAO can reference as it begins thinking about future incentives programs–namely, the working group for incentives that is being actively discussed–especially as Timeboost introduces new conditions for trading and economic activity.