Guavy AI Editorial TeamSentiment: -3Clout: 78

Frozen Funds Reveal Social Engineering Theft Ties: ZachXBT Exposes Scam Mule

A recent case highlights the importance of verifying the source of funds before seeking help from on-chain investigators. A follower of ZachXBT, a blockchain investigator, contacted him directly about 5.73 BTC (worth approximately $475,000) that had been frozen at Changelly in March 2025.

ZachXBT did not take the claim at face value and instead plotted the Bitcoin transaction history using his compliance tools. The investigation revealed that the inflows behind the frozen funds were tied to social engineering thefts targeting Americans through U.S. exchanges and Bitcoin ATMs.

The cluster of addresses connected to this individual's funds has been linked with high confidence to more than $1 million in thefts from victims since 2025, with several of those victims identified as elderly. Elder fraud remains one of the most consistently devastating categories of financial crime precisely because older victims are frequently targeted for their accumulated savings and are statistically less likely to recognize manipulation tactics common in crypto-related scams.