Recently, there has been some new experimentation in incentive mechanisms within the Web3 community. One project has embedded an AI-driven growth engine into community operations, using innovative combinations to enhance user engagement—users can accumulate points and rewards through interactions. This design increases both the sense of participation and stickiness.

This model actually reflects a current trend in Web3 community management: upgrading from simple airdrop incentives to more complex value circulation mechanisms. By allowing users to gain real benefits through participation, it can both drive community activity and create a positive feedback loop. However, whether it can be successfully implemented and mature depends on the project's execution capability and the community's actual response.