How to recognize AI financial scams and deepfakes

What actually changed

For a long time, poor English and obvious errors did a lot of unpaid security work. That is over. The same tools that will draft you a polite letter will draft a fluent one for someone else, and voice and video that sound convincingly like a person you know are no longer difficult to produce.

So the old advice—watch for bad spelling, listen for something that does not sound right—has quietly stopped being reliable. What has not changed is the structure of the scam itself, and that is where your attention belongs.

The tactics, which are old

• Urgency. Something terrible is happening now and there is no time to check.
• Isolation. A reason you must not hang up, or must not tell anyone—especially family.
• Authority. A bank, a government agency, a lawyer, a police officer.
• Unusual payment. Gift cards, wire transfer, cryptocurrency, a courier to collect cash.
• Their contact details. A number, link or address supplied by whoever contacted you.
• Secrecy framed as protection. “Don’t worry your husband.” “We’re investigating staff at your bank.”

Every one of these predates the technology by decades. If two or more are present, treat it as a scam until proven otherwise, no matter how convincing the voice.

The family emergency call

This is the one worth understanding in detail, because it is the one built to bypass judgment entirely.

The shape is always similar. Someone who sounds like a grandchild, a child, or a niece calls in obvious distress. There has been an accident, an arrest, a hospital. They need money immediately and they are ashamed—please do not tell their parents. Sometimes another voice takes over: a lawyer, an officer, someone official and calm.

It works not because the voice is perfect but because fear does the work. You are not evaluating audio quality at that moment. You are trying to help someone you love.

Which is exactly why the response has to be a rule decided in advance, rather than a judgment made under pressure.

The one rule that defeats nearly all of it

Hang up and call back on a number you found yourself.

From a statement, from the back of your card, from the organization’s website that you typed in. Never the number that called you, never a number in the message, never a link.

For a family emergency: hang up and call that person directly on the number you already have. If you cannot reach them, call someone else who would know. Every real emergency survives a five-minute delay. Nearly every scam does not, which is precisely why the pressure not to check is always so intense.

Agree a word with the people you love

Pick a phrase with the people closest to you—something that would never appear in a normal message and is not on any of your social media. Agree that any urgent request for money has to include it.

It costs one conversation. It defeats a cloned voice completely, because the technology can reproduce how someone sounds and cannot reproduce what they know.

Have this conversation with older relatives too, and with anyone who might be called about you.

Why spotting the fake is the wrong goal

People want a checklist for detecting synthetic audio and video. It is an understandable instinct and a losing strategy: the artifacts that give fakes away this year will be gone next year, and you will have trained yourself to trust anything that lacks them.

Build the habit that does not depend on detection. Verify independently, every time, regardless of how convincing the contact was. That rule works no matter how good the technology gets, which is the only property worth having.

If it has already happened

Quickly, and without spending any energy on embarrassment. These are engineered by professionals to work on competent people, and shame is the thing they rely on to buy time.

• Contact your bank or card issuer immediately—speed genuinely affects what can be recovered.
• Report it to the Federal Trade Commission at ReportFraud.ftc.gov, and to the FBI’s Internet Crime Complaint Center at ic3.gov.
• If personal information was shared, use IdentityTheft.gov for a recovery plan, and consider a credit freeze with each of the three nationwide bureaus.
• If your Social Security number was involved, the Social Security Administration publishes its own reporting guidance.
• Tell someone you trust. Isolation was the tactic; ending it is part of the response.

Then tell other people what happened. Scams that get discussed stop working, and the person who tells the story is doing more good than the one who quietly absorbs it.

Sources and further reading

1. Federal Trade Commission. “Consumer Advice: scams and how to avoid them” consumer.ftc.gov/scams Accessed July 27, 2026 · Guidance is updated regularly; check the current page.
2. Federal Bureau of Investigation. “Internet Crime Complaint Center (IC3): reporting and public advisories” ic3.gov Accessed July 27, 2026
3. Federal Trade Commission. “IdentityTheft.gov: report and recover from identity theft” identitytheft.gov Accessed July 27, 2026
4. Social Security Administration. “Protecting your Social Security number and reporting fraud” ssa.gov/scam Accessed July 27, 2026

Written and reviewed by Carrie, Handled Money Editorial · Published July 27, 2026 · Last reviewed July 27, 2026. AI tools change quickly; we review this guide as they do.