How scammers use AI faces and voices, and how to spot them

If you've ever watched a video of a celebrity saying something they never said, you've probably wondered: if faces and voices can be faked, how can I trust anyone I meet online? It's a fair worry, and the answer is more reassuring than the headlines suggest.

AI has changed what a scammer can show you. What a scammer needs from you, and what they can't do, are the same as ever. They still can't sit across a table from you. They still avoid meeting in person. And sooner or later, they still ask for money.

Keep those three things in mind and most of the clever technology stops mattering. Below is what AI can fake today, the simple tests that still work, and why dating safely is still very doable.

How big a problem is it?

Big enough to take seriously. In 2025 the FBI received more than 22,000 complaints that mentioned AI, with reported losses of more than $893 million (FBI IC3 2025 report). BioCatch, a company that sells fraud detection to banks, told Axios that across 340 financial institutions, romance scam attempts rose 63% from 2024 to 2025, and that criminals are using AI to build fake personas (Axios). That's the company's own data, but it matches what the FBI is warning about.

Older adults carry a heavy share of the cost. The FBI says schemes involving cryptocurrency cost people 60 and over $4.3 billion in 2025, and at least 12,400 older victims reported losing $100,000 or more (FBI).

What AI can fake now

Photos

Scammers use AI to create realistic photos for fake profiles, and to send "private" pictures in chat so you feel sure you're talking to a real person (FBI IC3). A newly generated face is one nobody has posted before, so it may not show up in a reverse image search at all.

Voices

The FBI warns that romance scammers now use AI to make voice messages as well as photos and videos (FBI San Francisco). Real people's voices can be copied too. The FTC says a short clip posted online can be enough for a voice-cloning program to sound like someone you know (FTC). A sweet voice note saying good morning proves less than it used to.

Live video

This is the one that unsettles people most. Real-time video chats can now be altered so that someone appears with different facial features (CFTC). BioCatch's Jonathan Frost told Axios that fraudsters "deploy deepfake videos and live video calls to build trust with victims" (Axios). And as AARP puts it, deepfake videos "can look completely real, even to trained professionals" (AARP).

So a quick video call no longer settles things the way it did a few years ago. It's still very useful, as long as you use it well.

Tests that still work

1. Ask for something unplanned on video

Some fakes struggle with surprises. The security company Kaspersky suggests asking the person to turn their head until they're looking fully to the side, or to wave a hand in front of their face. With some live deepfakes, it says, the face can distort, float or break up, and the hand may seem to pass through it (Kaspersky). Treat this as a tip that may help rather than proof: it comes from a security company, not from the FBI or the FTC, and the fakes keep getting better.

Keep it light so it feels like flirting rather than a test. You could say: "Wait, is that a painting behind you? Turn around and show me." Or: "Hold up whatever you're drinking. I want to see if it's really coffee at this hour."

A real person will usually laugh and do it. If the camera suddenly freezes, the light is "bad," or they have to go, make a note of it. Even a smooth pass doesn't prove much on its own, so count it as one small sign among several and let a meeting in person settle it.

2. Look closely at the photos

The FBI suggests checking for small flaws: distorted hands or feet, odd teeth or eyes, faces that look slightly smudged or irregular, and shadows that fall the wrong way (FBI IC3). Then run a reverse image search with Google Images or TinEye. If the photos turn up under other names, you have your answer. If nothing turns up, that tells you very little either way.

3. Listen to how they talk, live

Voice notes can be prepared in advance. A live phone call is harder to fake well. The FBI suggests listening closely to tone and word choice (FBI IC3). Notice whether they answer what you just said or drift back to a script, and whether their voice sounds like the person in the photos: the right age, the right accent for the life they describe.

4. Meet in person, early

This is the test no AI can pass. Suggest coffee or a walk somewhere public within the first few weeks. Someone who's real and interested will make it happen, or set a date and keep it. Someone with a fresh reason every time (a contract overseas, a sick relative, a broken-down car) is telling you something. Our first-date safety checklist covers how to meet a new person safely.

5. Keep money out of it

Every fake face and cloned voice exists for one reason: to get money from you. The FBI's rule fits in a sentence: never send money, cryptocurrency or investments to someone you've only met online (FBI San Francisco). Hold to that, and even the best deepfake in the world can only waste your time. Our guide to the romance that ends in a crypto "tip" shows how that request usually creeps in.

A quick checklist for any new match

Before you let yourself trust a profile, run through these:

• Do they have a verified badge on the app?
• Have you seen them live on video, doing something you asked for in the moment?
• Do their photos hold up to a close look and a reverse image search?
• Have they agreed to meet somewhere public, soon?
• Has money, crypto or investing come up at all? If yes, stop there.

If you're worried about a parent

Adult children often notice first, usually because a parent mentions someone new who is wonderful, attentive and never quite available. Lead with curiosity rather than alarm. You could say: "They sound lovely. Have you two video called? I'd love to see what they're like." Offer to sit in on the next call, and suggest the head-turn or the wave as a fun "let's see how good the camera is" moment.

It also helps to agree a family safe word, something only you would know, so that nobody can use a cloned voice to fake an emergency (FBI IC3). If money has already gone, call the bank together today, and read our guide "I think I'm being scammed," which walks through every step. For bigger decisions about savings after a loss, a financial adviser you choose yourselves is the right person to ask.

The reassuring part

The tools that check people for you are getting better, and they're worth using. Bumble lets members verify with a government ID, shows a badge on verified profiles, lets you filter for verified people and lets you ask a match to verify (TechCrunch). Hinge said in February 2026 that it would begin testing Face Check in the US, a quick step to show a user is a real person (Hinge).

And then there's the oldest verification method of all: being in the same room. Speed dating nights, supper clubs, classes and walking groups put real people in front of you from the first minute. Our guide to where people over 40 are meeting now lists the options.

If you do come across a fake, report the profile on the app, then report it at ic3.gov and ReportFraud.ftc.gov (FBI IC3, FTC).

You don't need to become a deepfake expert to date safely. You need a camera, a coffee shop and one firm rule about money, and you already have all three.