Blockchain analytics firm Chainalysis says revenue generated by cryptocurrency scams dropped sharply in 2022, highlighting how deteriorating market conditions appeared to weaken fraudsters’ ability to extract money from victims. In its 2023 Crypto Crime Report, the company said crypto scam revenue fell 46% year over year, declining from $10.9 billion in 2021 to $5.9 billion in 2022.
The report frames the decline as closely tied to the broader downturn in digital asset markets. According to Chainalysis, scam activity tends to perform worse when crypto prices are falling, suggesting that fraud schemes are not insulated from market cycles. When optimism fades, speculative appetite shrinks, and users may become less willing to send funds into high-risk or deceptive offers.
Bear market pressure hit scam revenue
Chainalysis said scam revenue was initially trending upward at the start of 2022, but that pattern changed dramatically in early May. The firm pointed to the same period in which the crypto bear market intensified following the collapse of Terra Luna, after which scam revenue dropped steeply and then continued to decline through the rest of the year.
One of the more notable findings in the report is the relationship between fraud revenue and bitcoin’s market performance. Chainalysis said scam revenue tracked almost perfectly with bitcoin’s price throughout the year, with changes in scam proceeds typically following price moves by about three weeks. That correlation reinforces the view that scam profitability rises and falls with retail participation and market sentiment.
Multiple categories of crypto scams monitored
The report covers a wide range of fraud types that continue to affect the crypto ecosystem. Chainalysis said it tracks scams including giveaway scams, impersonation scams, investment scams, NFT scams, and romance scams. Each category targets victims differently, but they share a common reliance on social engineering, deceptive narratives, and the speed of blockchain-based fund transfers.
Even with the reported annual decline, Chainalysis cautioned that its figures should be viewed as a lower-bound estimate. The company noted that the true amount lost to scammers is likely higher and may increase over time as more wallet addresses connected to fraud are identified. In other words, the current total is based only on what researchers have already been able to map with confidence on-chain.
“Pig butchering” remains a major concern
Chainalysis specifically highlighted the growth of so-called pig butchering scams, a form of fraud that has drawn mounting concern from law enforcement. These schemes often involve prolonged relationship-building with victims before directing them into fake investment opportunities, frequently involving cryptocurrency transfers.
U.S. authorities have repeatedly warned the public about pig butchering operations. The Federal Bureau of Investigation has issued multiple alerts on the tactic, reflecting both its scale and its effectiveness. Chainalysis also noted that in November 2022, U.S. authorities seized seven domains used by pig butchering scammers, underscoring the growing enforcement response to the trend.
Lower revenue does not mean lower risk
While the headline figure suggests a major contraction in scam proceeds, the report does not imply that the threat has disappeared. Instead, it suggests that fraudsters earned less in a year when the broader crypto market was under severe stress. Falling token prices, weaker trading activity, and reduced speculative enthusiasm likely made users less responsive to the promises commonly used in scam campaigns.
At the same time, some forms of fraud may behave differently during downturns. Chainalysis noted that certain scam categories can see revenue changes increase when crypto asset prices fall. That nuance matters because it indicates the scam landscape is not uniform: some operations may thrive on panic, while others depend on bullish sentiment and fear of missing out.
The report therefore offers a more complex picture than a simple year-over-year drop suggests. Scam revenue may have fallen substantially, but fraud tactics are still evolving, and the total value stolen could rise as more illicit addresses are discovered. In fast-moving crypto markets, enforcement, analytics, and public awareness all remain critical tools in identifying and limiting damage.
Market cycles still shape fraud opportunities
The broader takeaway from Chainalysis’ findings is that crypto fraud appears deeply intertwined with market conditions. In bull markets, excitement, rapid capital inflows, and reduced skepticism can create fertile ground for scams. In bear markets, shrinking liquidity and lower user engagement may limit criminals’ ability to generate the same level of returns.
Still, the decline from $10.9 billion to $5.9 billion does not diminish the seriousness of the issue. Billions of dollars in estimated scam revenue in a single year remains a significant burden for users, platforms, investigators, and regulators. As the crypto industry matures, the challenge will be not only tracking these flows more accurately but also improving user protections before funds are lost.
For policymakers, exchanges, and compliance teams, the findings reinforce the need for continued vigilance. For users, they are a reminder that market weakness does not eliminate fraud risk. If anything, downturns may simply change the methods scammers use. The headline drop in revenue may reflect harsher conditions for criminals, but it should not be mistaken for a resolution of the broader problem.