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Deepfake Scam Calls: How to Verify Who Is Really Calling

AI voice scam and deepfake scam calls explained: how voice cloning works, red flags, a safe word plan and a step-by-step way to verify any caller.

October 13, 2026 7 min read
Deepfake Scam Calls: How to Verify Who Is Really Calling

Key takeaways

  • The FTC says scammers can clone a relative's voice from a short audio clip, so a familiar voice is no longer proof of identity.
  • Hang up and call back on a number you already know is theirs; never use the number the caller gives you.
  • Agree a family safe word now, as the FBI's IC3 advises, and use it for any urgent request for money.
  • Urgency plus secrecy plus gift cards, wire transfers or crypto is the classic pattern; stop when you see all three.
  • Limit public voice and video clips and make social accounts private to give cloners less material.

The US Federal Trade Commission reported that consumers lost more than 12.5 billion US dollars to fraud in 2024, about 25 percent more than in 2023, and imposter scams alone accounted for 2.95 billion US dollars. Those numbers predate the next wave: scammers who need only a short audio clip of a relative’s voice to run a convincing AI voice scam.

This guide explains how deepfake scam calls and voice cloning scams work, which red flags give them away, and a simple verification routine you can teach to parents and children before the phone rings. The goal is not to make you paranoid but to give you one habit that beats the technology: do not trust the voice, verify the story.

How Deepfake Scam Calls and Voice Cloning Scams Work

The FTC describes the family emergency scam: a caller poses as a relative in trouble, such as after a car crash or an arrest, and asks for money. With voice cloning, the caller sounds like the person you love, because the scammer needs only a short audio clip, which may come from online posts, and a voice-cloning program. The FBI’s Internet Crime Complaint Center adds a second use: criminals have used cloned audio to impersonate people and try to gain access to bank accounts.

The technology is not the only ingredient. The script still relies on panic, a story that is hard to check in the moment, and a request for payment that cannot be reversed. A cloned voice simply removes the instinctive check that used to protect people, which was whether the voice sounded wrong. Our report on how hackers use AI now explains why these tools are becoming cheaper and more accessible.

Red Flags in an AI Voice Scam

A real emergency rarely requires secrecy or a payment that cannot be traced. The FTC warns that scammers push payment methods that make it hard to get money back, and names wire transfers, cryptocurrency and gift cards, including requests to read out card numbers and PINs.

Red flag What it sounds like What to do
Urgency I need money right now, there is no time Slow down; urgency is the tactic
Secrecy Do not tell mum or dad Tell someone; secrecy blocks the check that would expose the scam
Unusual payment Buy gift cards, send crypto or wire it Stop; these are hard to reverse, as the FTC warns
Unknown number or spoofed ID I lost my phone, this is a new number Hang up and call the saved number
Odd gaps or pacing Slight delays, flat tone, stock phrases Ask a question only the real person would know
Impersonating an authority Bank, police or a company says your account is at risk Hang up and call the organisation’s official number

The Verification Routine: Five Steps That Beat a Cloned Voice

Step 1: Stop and do not act on the call

Any request for money or sensitive information is a reason to pause. You can say you will call back in two minutes. A real family member will understand, and a scammer will push harder.

Step 2: Hang up and call back on a known number

The FTC advises calling the person who supposedly contacted you on a number you already know is theirs. The FBI’s IC3 gives similar advice for organisations: hang up and call the organisation’s number directly, found through your own research, not the number the caller supplied.

Step 3: Use the family safe word

The IC3 recommends creating a secret word or phrase with your family to verify identity. Choose something that cannot be guessed from social media, such as a random pair of words, and agree that anyone asking for urgent money must say it. Practise it once so everyone remembers it.

Step 4: Check with another person

The FTC says that if you cannot reach the person, try other family members or their friends. Share the story you were told and see whether anyone can confirm it.

Step 5: Report it

The FTC asks consumers to report scams at ReportFraud.ftc.gov. If you sent money, contact your bank immediately, because speed gives you the best chance of stopping or recovering a transfer. Reports also help investigators spot patterns.

Protecting Your Voice and Your Family

The IC3 advises limiting online content of your image or voice and making social media accounts private, to reduce material that fraudsters can use to build convincing fake identities. You do not need to delete everything, but you can review which videos are public and who can see them. The FTC’s family emergency scam is also known as the grandparent scam, so a short conversation with older relatives about the safe word is one of the most useful things you can do this month.

Treat other channels the same way. Phishing messages, fake support chats and fake video calls follow the same pattern as the voice call, and our guide to AI-powered phishing attacks shows how convincing they have become. If a scam has already exposed your details, our data breach response guide lists the steps to take next.

For Businesses: Voice Cloning in Payment and Account Fraud

Finance teams, support desks and executive assistants are natural targets, because a convincing voice can authorise a payment or reset an account. Put a call-back rule in writing: any payment change, urgent transfer or credential reset requested by phone must be verified through a separate channel, using a contact detail already on file. Add a second approver for new payees, and train staff on the pattern, not just the technology. Our small business cybersecurity audit gives a checklist for the controls that cover these gaps.

Related readData Breach Notification Rules: What Businesses Must Report and WhenRead →

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FAQs

What is a deepfake scam call?

A deepfake scam call uses artificial intelligence to imitate someone’s voice, so the caller sounds like a relative, colleague or official. The FTC says scammers need only a short audio clip, which may come from online posts, and a voice-cloning program. The goal is usually to create panic and get an urgent payment through wire transfers, cryptocurrency or gift cards that are hard to reverse.

How do I know if a call is an AI voice scam?

You often cannot tell by sound alone, so check the story instead of the voice. Watch for urgency, secrecy, a new number and requests for gift cards, wire transfers or cryptocurrency. Hang up and call the person back on a number you already know, as the FTC advises, and ask a question only the real person could answer or request the family safe word.

What is a family safe word?

A family safe word is a secret word or phrase that relatives agree to use to confirm identity during an urgent request. The FBI’s IC3 recommends creating one. Pick something random that cannot be found online, share it in person rather than by text, and agree that anyone asking for urgent money must say it. Practise it once so everyone remembers it under pressure.

Can scammers really clone a voice from a short clip?

According to the FTC, a scammer needs only a short audio clip of a relative’s voice, which may be taken from online posts, plus a voice-cloning program. That is why the FBI’s IC3 advises limiting online content of your image or voice and making social media accounts private. You do not need to delete everything, but reviewing what is public gives cloners less material to work with.

What should I do if I already sent money?

Contact your bank or payment provider immediately and ask to stop or recall the transfer, because speed gives you the best chance. Report the scam at ReportFraud.ftc.gov, keep screenshots, call logs and payment receipts, and warn family members so the same caller cannot try again. The FTC notes that scammers prefer payment methods that are hard to reverse, so acting within minutes matters.

How can I protect older relatives from voice cloning scams?

Talk to them calmly before an incident happens. Agree a family safe word, tell them to hang up on any urgent request for money and call back on a saved number, and explain that voices can be cloned from short clips. Offer to be the person they check with first, and reassure them that nobody will be upset if they hang up on a real emergency call to verify it.

Make Verification the New Normal

We learned to check a link before clicking it. The next habit is to check a voice before acting on it. A simple pause, a call back and a safe word turn a high-tech scam into a low-tech dead end.

Spend ten minutes this week agreeing your family’s safe word. It costs nothing and it may be the most valuable security upgrade you make this year.

Sources: FTC: Scammers use AI to enhance their family emergency schemes, FBI IC3: Criminals Use Generative AI to Facilitate Financial Fraud (PSA241203), FTC: New FTC data show a big jump in reported losses to fraud to 12.5 billion dollars in 2024

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Jenny Edwards
Written by

Jenny Edwards

Jenny Edwards is an SEO and Digital Growth Specialist with 5+ years of experience in Technical SEO, AI SEO, International SEO, and organic growth strategy. She helps businesses improve search visibility through data-driven SEO, content optimization, search experience improvements, and AI-focused search strategies. Her work focuses on helping brands grow through sustainable and future-ready digital marketing.

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