You can check the protocol's revenue and fee data on Token Terminal, DefiLlama, or the protocol's official dashboard, and pull its 30-90 day revenue trend line instead of referencing only a single day's figure.
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Protocol revenue suddenly surging? First rule out whether it comes from liquidation income — if yes, this revenue is unsustainable and does not represent an improvement in the protocol's fundamentals. Revenue sources for DeFi protocols usually fall into two categories: recurring revenue (borrowing interest, trading fees) and incidental revenue (liquidation penalties, one-off licensing fees). The former is sustainable, while the latter only appears during extreme market volatility. When you see a single-day revenue spike, you must first confirm which category the revenue belongs to.
Step 1: Break Down Revenue Composition — Find Proportion of Liquidation Income
What to do: Separate liquidation income from total revenue on the data dashboard.
How to do it: Check the protocol's revenue breakdown items on Token Terminal or DeFi Llama. If no breakdown is available, access the protocol's own data dashboard (such as Aave's liquidation event page).
Scenario A: If the market experienced a sharp drop or large volatility on the day of the surge or in the preceding few days, it is highly likely that the surge comes from liquidation income. Data from Aave shows that during a market crash, the protocol obtained $6 million in single-day liquidation revenue, while its average weekly revenue in normal periods is around $2 million. If the surge is driven by liquidations, this revenue is not sustainable, and liquidation events of the same scale will not occur when the market is stable.
Scenario B: If the surge happens during a stable market period and comes from borrowing interest or trading fees, it may indicate an improvement in the protocol's fundamentals, rather than one-off liquidation income.
Completion Criteria: You can clearly determine whether this surge was accompanied by liquidation events, and what proportion of the total incremental revenue comes from liquidations.
Step 2: Check the Trend — Judge Whether the Surge Is a Single-Day Pulse or Sustained Growth
What to do: Filter out single-day noise with the 30-day moving average.
How to do it: Open the overlay chart of the protocol's 30-day average revenue and single-day revenue on DefiLlama or Token Terminal.
Scenario A: If the single-day revenue is far higher than the 30-day moving average, but the 30-day moving average itself does not rise significantly, it can be confirmed as a single-day pulse revenue. If this growth cannot be converted into sustained increase, the protocol's actual revenue-generating capacity has not changed, so do not alter your medium-term judgment of the protocol just because of the single-day surge.
Scenario B: If the single-day revenue rises in step with the 30-day moving average, and the 30-day moving average keeps climbing, the revenue growth is likely to be structural.
Completion Criteria: You have confirmed whether the surge is a one-off event or a trend inflection point.
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Risk Warnings and Verification Methods
High-Risk Pitfall: For lending protocols like Aave, liquidation revenue is highly correlated with market conditions. Lending demand rises in bull markets, while deleveraging in bear markets will lead to a sharp drop in revenue. If you see a pulse-like liquidation revenue surge at the bull market peak and mistakenly think the protocol has strong profitability, you are misreading the "market is crashing" signal as "fundamentals are improving". There are similar cases in traditional finance: Zijing Pharmaceutical's one-off 662 million RMB licensing revenue in H1 2026 accounted for 54.7% of its total revenue, and after excluding this one-off income, its core business was still hovering around the break-even line.
Common Mistakes: Only reading headlines that "protocol revenue hits a new high" without checking the revenue structure. For example, for Aave's quarterly revenue surge of $24.6 million, if you do not distinguish how much of it comes from borrowing interest and how much comes from liquidation fees, you will misjudge the protocol's real growth momentum. Another mistake is treating liquidation income as "the protocol is making profits" — in fact, liquidation income corresponds to losses of liquidated users. This type of income is most common in the mid-to-late stage of a bull market, but also the most unsustainable.
Post-Operation Verification: Check the protocol's retained revenue on its dashboard or DefiLlama, that is, the net revenue after payouts to liquidity providers. If most of the surging liquidation revenue goes to liquidators and liquidity providers, the net growth of the protocol's own treasury may be far lower than the total revenue figure you see.
Next Step: Mark the single-day revenue surge in your protocol observation log, and record whether extreme market volatility occurred that day. Review the protocol's revenue curve 3 months later to confirm whether the surge was digested by subsequent data, i.e., whether subsequent revenue fell back to the level before the surge. You can complete this verification via the historical revenue chart on Token Terminal.
