If a loved one calls in a panic and asks for money, don’t treat a familiar voice as proof of identity. End the call and contact them using a number you already trust. If they cannot be reached, check with another family member or friend before taking action.
How an AI voice impersonation scam works
A caller may claim that a relative is hurt, arrested, stranded, or otherwise in urgent trouble, then demand money before you have time to think. Voice-cloning software can imitate someone using a short audio sample, including audio the person has posted online. The FTC’s consumer alert describes this family-emergency tactic.
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The same impersonation technique can target workplaces and public figures. A scammer might imitate an executive to push an employee into transferring funds or paying a fake invoice. In a May 15, 2025 alert, the FBI described a campaign using AI-generated voice messages that appeared to come from senior U.S. officials, first building rapport and then seeking access to personal accounts.
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- Pause the conversation. Don’t send money or disclose personal information while someone is pressuring you. Hang up or say you will call back. Urgency, demands for secrecy, and emotional pressure are reasons to slow down—not reasons to skip verification.
- Call the person independently. Use a number saved in your contacts or one you have confirmed separately. Do not rely on a number, link, or contact detail supplied in the suspicious call or message. The FTC’s advice is: “Don’t trust the voice. Call the person who supposedly contacted you and verify the story. Use a phone number you know is theirs.”
- Ask another trusted person. If the person does not answer, contact another family member or friend who may know where they are. Do not let a caller’s demand for secrecy stop you from checking.
- Use a family phrase as an extra check. Ask a question only the real person would know, or use a secret word or phrase your family agreed on ahead of time. A phrase can help expose an impostor, but it is not a substitute for calling back independently.
- Be especially cautious about payment requests. The FTC identifies wire transfers, cryptocurrency, payment-app transfers, and gift cards as methods scammers may demand. Treat an urgent request through these channels as a serious warning sign, and verify the situation before paying.
Why audio clues cannot reliably prove a voice is fake
There is no dependable checklist of glitches—such as odd pauses or unusual pronunciation—that can establish whether a voice is genuine. The FBI warns that AI-generated content can be difficult to identify and cloned voices can sound nearly identical to the real person. A convincing voice is not authentication, and an imperfect-sounding call is not by itself proof of a deepfake.
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The FTC Office of Technology’s April 2024 analysis describes several possible intervention points: preventing or authenticating content before it reaches a listener, detecting or monitoring it in real time, and evaluating a recording afterward. Studies show a range of detection effectiveness, and signals may become harder to find as cloning improves. The FTC concludes that “there’s still no silver bullet to prevent the harms posed by voice cloning.”
The FTC’s Voice Cloning Challenge page discusses proposed approaches such as comparing genuine and synthetic voice patterns, making recordings harder to clone, authenticating recording origins, and detecting liveness during a call. These are research and challenge approaches, not proof that a reliable consumer detector is available for screening an incoming call. Do not use a detection tool as a replacement for an independent callback.
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Report an attempted or completed scam
In the United States, report suspected fraud through ReportFraud.ftc.gov. The FTC also recommends contacting your state attorney general. If you receive a suspicious message in the context of the FBI-described campaign impersonating senior officials, follow the FBI’s alert guidance and contact relevant security officials or the FBI if you doubt the message’s authenticity.
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