If token emissions consistently flow to the same wallets, there is likely a circular incentive or mercenary arbitrage happening, rather than genuine user interaction. This pattern usually forms a closed loop of "high emissions → same wallets claim rewards → token dump," contributing little to a protocol's real growth.
Step 1: Identify the typical on-chain behavior of the "same wallets"
If emissions are concentrated, you can use on-chain tools to check whether these addresses show an assembly-line pattern.
Fund connections: Multiple wallets claiming emissions received their initial funds from the same exchange hot wallet or the same distribution address, with almost identical amounts and timing. This usually points to a cluster of addresses controlled by the same entity.
Behavior cloning: These wallets perform nearly the same sequence of interactions within the same time window (e.g., "deposit LP → claim rewards → withdraw → dump"), with highly synchronized timing.
Fund consolidation: After claiming emissions, each address eventually sends the tokens to a single wallet or exchange account for dumping. This consolidation move is the most direct evidence of a circular incentive.
Risk note: Circular incentives can seriously overestimate a protocol's real trading volume and user count. If these wallets are mainly doing "farm and dump," the buyer demand from real traders may be far lower than the token supply from incentive selling, creating constant sell pressure.
Step 2: Determine the type of circular incentive
When token emissions flow to the same wallets, it often falls into one of two common situations:
Case A: Mercenary Capital. These users chase short-term high APY and "migrate" between protocols as incentives shift, without long-term retention. Protocol revenue often cannot cover the cost of these emissions, putting long-term downward pressure on the token price.
Case B: Project team's "fake staking". The project team uses multiple addresses they control to pose as real users, deposit assets and claim incentives, creating an illusion of high TVL and strong user activity to attract retail investors. This kind of loop has no real external capital inflows—it is purely internal self-dealing.
Step 3: Assess whether the circular incentive is sustainable
Concentrated token emissions are not necessarily a "scam" by themselves, but you can judge sustainability by comparing protocol revenue with emission value.
Do the math: Compare a project's "emission value" against its "protocol revenue" over the same period. If the emission value far exceeds the real protocol revenue, the project is essentially burning money to buy on-chain metrics. This loop heavily depends on new money entering and is hard to sustain.
Verify data authenticity: Don't just look at TVL—evaluate it together with unique address count, protocol revenue and other metrics. If TVL is rising but the number of unique depositing addresses stays flat, the same wallets are most likely in a loop.
How to verify your findings: Open a blockchain explorer (such as Etherscan), randomly pick 3–5 wallet addresses from the leaderboard that claim emissions, and check whether their first funding came from the same distribution address and whether the tokens eventually end up at the same consolidation address. If so, a clear circular incentive exists.
Next actions: If you confirm a protocol has a circular incentive, be extra cautious when providing liquidity or staking. When emissions stop or market conditions change, this mercenary capital can exit en masse within a short time, causing a sharp drop in TVL and a token price crash. It is advisable to keep your position size small and exit before the incentives end. Also watch whether the protocol introduces anti-mercenary strategies or identity verification mechanisms to improve incentive efficiency.
