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The safest way to spot an AI-assisted crypto scam is not to judge whether a video, voice or image “looks real.” Stop the transaction, break contact with the sender, and verify the person and request through a channel you find independently. Do not send cryptocurrency, passwords, verification codes or identity documents while anyone is pressuring you.
Generative AI now helps criminals create convincing profiles, websites, investment promotions, cloned voices and live-looking video. A familiar face or voice can be fabricated, so identity and payment requests must be verified outside the suspicious conversation.
What AI-generated crypto scams look like
AI is being used at several stages of fraud, rather than in one single type of fake coin. The FBI describes generated text and images in fake profiles, websites and investment promotions, alongside cloned audio and generated video used to impersonate relatives, public figures, company executives and authorities.
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Crypto scams commonly combine that synthetic media with a financial request. A criminal may use a fabricated endorsement to promote an investment, impersonate exchange support to capture login details, or imitate someone you know and ask for a transfer. A convincing video call or trading dashboard can still be part of the deception.
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Creating synthetic media is not automatically illegal. The criminal issue is how it is used—for example, to impersonate someone, obtain credentials or induce a fraudulent payment.
The main scam patterns to recognize
Fake investment promotion
A supposed celebrity, executive or financial expert appears to endorse a crypto opportunity. Generated posts, profile photos, websites, testimonials, voice recordings and videos can make a fictitious project seem established. The pitch often directs you to a trading platform or wallet address controlled by the fraudster.
The 2024 ABA Foundation and FBI crypto infographic warns that deepfake videos, voices and images may support these investment scams. Even a live video chat and an apparently functioning trading platform can be fake. Treat the endorsement and the platform as unverified until you confirm them through sources you locate independently.
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Exchange-support impersonation
An unsolicited call, text or email claims that your exchange account has a security problem, suspicious transaction or expiring verification. The contact presses you to act immediately, click a supplied link, install software or provide a password, one-time code or identity information. The goal is to gain access and drain the account.
An actual account alert should be checked by opening the exchange’s official app or website yourself. Never use the phone number, link or support address supplied in the alarming message.
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Voice and video impersonation
A cloned voice may sound like a relative asking for urgent help, or like a public figure encouraging an investment. A generated video may imitate an executive, official or law-enforcement representative. In May 2025, the FBI reported an ongoing campaign using AI-generated voice messages that impersonated senior U.S. officials.
Voice and video are evidence of what was presented, not proof of who sent it. Use a previously confirmed channel to contact the real person or organization.
Fake recovery assistance
After an initial loss, a person claiming to be a lawyer, government contact or recovery company may offer to retrieve the cryptocurrency. These operators can demand an advance fee, request identity documents or ask for account access. The FBI warns that fictitious law firms and other recovery schemes have further exploited prior victims.
Unsolicited guarantees of recovery are a major warning sign. Do not pay a second supposed rescuer or give sensitive information to someone who found you through social media.
Warning signs that deserve a pause
No single clue proves that media is synthetic. Behavioral and transaction clues are generally more useful than trying to inspect a face or voice.
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- Urgency: You are told to “act fast,” keep the matter secret or transfer funds before a deadline.
- Unsolicited contact: The person unexpectedly reaches you about an account problem, investment or emergency.
- A request to move channels: The contact wants to leave a familiar service for an encrypted chat, new website or personal wallet.
- Credential or code requests: Someone asks for a password, multifactor authentication code, recovery phrase, identity document or remote access.
- Crypto-only payment: The request is for cryptocurrency, gift cards or another asset rather than a normal, independently verifiable process.
- Emotional pressure: Fear, authority, romance, family distress or promises of guaranteed returns replace evidence.
- Small identity changes: A name, email address, phone number, domain or social handle contains an extra character, substituted letter or unusual spelling.
- Unverifiable claims: The investment, employee, official notice or recovery service cannot be confirmed on the organization’s independently located website or phone line.
The FBI’s crypto guidance specifically identifies pressure to act quickly as a possible scam sign. A legitimate request can wait while you verify it; a scammer benefits when you do not.
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Why visual inspection cannot authenticate a deepfake
The FBI has listed possible irregularities such as distorted facial features, mismatched accessories, odd shadows, unnatural movement, inaccurate watermarks and a voice that does not fit the apparent speaker. These may justify extra caution, but they are not a pass/fail test.
AI-generated content has become difficult to identify. A video without obvious glitches may still be fabricated, and a genuine video may be edited or paired with a false request. Do not conclude that a person is authentic because the eyes, hands, lip movement, lighting or background look normal. Use those artifacts only as clues that increase the need for independent verification.
A safe verification procedure
- Stop the transaction. Do not transfer cryptocurrency, disclose a password or verification code, install software, or approve a wallet transaction while the caller or message is applying pressure. The FBI advises against sending assets to people known only online or by phone.
- Break the contact chain. End the call and stop replying. Do not call a number, open a link or use an app download supplied by the suspicious contact. Type the organization’s address yourself, use an app already installed from a trusted source, or find a phone number through an independently located official website.
- Verify the identity and request separately. For a friend or relative, call a number you confirmed before the incident or use an established conversation channel. For an exchange, government office or company, use its official support route. Ask whether the specific alert, payment request or investment exists. A familiar profile photo, voice or live video is not sufficient.
- Check the surrounding details. Compare the sender’s display name with the complete email address, phone number and domain. Look for altered spellings, newly created accounts, unusual country codes and requests to move to a new platform. Confirm the wallet address and payment instructions through the organization’s normal process, not through the message.
- Use media artifacts only as supporting clues. Note distorted features, unnatural motion, inaccurate shadows, watermarks or a voice mismatch, but do not treat their absence as authentication. The identity check must come from an independent channel.
- Preserve evidence and report it. Save messages, headers, usernames, phone numbers, websites, dates, payment information and cryptocurrency addresses. If you sent money or information, report the incident to the FBI’s Internet Crime Complaint Center (IC3) and the appropriate consumer reporting service. The FTC directs consumers to ReportFraud.ftc.gov.
How to verify common scenarios
| Impersonated identity | Typical channel | Requested action | Independent verification route |
|---|---|---|---|
| Exchange employee or security team | Unsolicited call, text or email about an account problem | Click a link, provide login or identification information, install software or transfer assets | Open the exchange’s official app or website yourself and use its published support route |
| Public figure, executive or supposed investment expert | Social post, fabricated profile, website, voice message or video | Send cryptocurrency to an investment, wallet or trading platform | Check the person’s established official channels and verify the investment independently; do not rely on the endorsement |
| Relative or known person | Phone call, voice message, video chat or social account | Make an urgent payment or keep the request secret | Call a previously confirmed number or ask a question through an established channel that the impersonator cannot control |
| Lawyer, government contact or recovery company | Unsolicited call, email or social-media message after an earlier loss | Pay an upfront fee or provide personal and account information | Contact the agency or licensed professional using details you find independently; treat guaranteed recovery claims as fraudulent |
What to do if an apparent exchange contacts you
Do not follow the alert’s instructions
Do not click the supplied link, read a one-time code to the caller, or install remote-access software. A real support representative should not need your password or ask you to move assets to a “safe” wallet because of an unsolicited call.
Check the account yourself
Type the exchange’s web address or open the official app. Review notifications and support tickets there. If no matching alert appears, treat the message as fraudulent. If one does appear, start a new support conversation through the independently verified route rather than replying to the original contact.
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Secure a potentially exposed account
- Change the password from a trusted device if you entered it on a suspicious page.
- Revoke unfamiliar sessions, API keys and withdrawal addresses where the exchange provides those controls.
- Contact the exchange through its official support process and explain exactly what information or approval you provided.
- Preserve the suspicious message and transaction details for investigators.
What to do if a friend, official or public figure appears on video
Use a challenge outside the suspect channel
Do not rely on a live call as proof. Hang up and contact the person through a previously confirmed number or conversation. For an official or company representative, navigate to the organization’s published contact page yourself. Ask whether the person made the request and whether the payment or investment is genuine.
Look for context, not just pixels
Check whether the account is old and consistent, whether the email domain is exact, and whether the request fits the person’s normal role. A sudden demand for cryptocurrency, secrecy or a new platform is inconsistent with safe identity verification even when the media is flawless.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Recovery scams and the limits of recovery claims
People who have already lost cryptocurrency are attractive targets because they are looking for help. A second criminal may know about the first incident through public posts, a compromised account or information shared during the original scam.
The FBI reported that victims of cryptocurrency scams who were further exploited by fictitious law firms reported more than $9.9 million in losses between February 2023 and February 2024. That figure covers this specific recovery-scam pattern, not all crypto fraud.
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1Scan for outdated or missing drivers - takes under a minute2Clear out junk files and repair common Windows errors3Fix the driver behind crashes, sound loss and screen glitchesDo not assume that paying a fee will retrieve funds. Do not send a recovery phrase, exchange password, identity document or remote-access permission to an unsolicited helper. The FBI’s July 20, 2026 advisory says IC3 does not maintain a social-media presence and does not recover funds through social platforms; an account offering those services should be treated as fraudulent.
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Reporting and preserving evidence
Report suspected internet fraud to the FBI’s IC3 and include as much detail as possible:
- Names, usernames, email addresses, phone numbers and profile links used by the contact
- The complete interaction history, including dates and the exact claims made
- Websites, wallet addresses, transaction hashes and payment instructions
- Payment method, amount, asset, destination and transaction time
- Screenshots, exported messages, email headers, call records and files received
The FTC’s consumer reporting route is ReportFraud.ftc.gov. Contact your exchange and payment provider promptly through official channels. Reporting cannot guarantee that cryptocurrency will be recovered, but complete records help investigators connect related complaints and may prevent further loss.
How large are the reported losses?
Statistics need careful scope. The FTC said in an April 2025 consumer report about 2024 that consumers reported losing nearly $3 billion to impersonators. That is an impersonation total across categories, not a crypto-only or AI-only figure.
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The FBI’s direct rule for online contacts
“Do not send money, gift cards, cryptocurrency, or other assets to people you do not know or have met only online or over the phone.”
This sentence comes from the FBI advisory dated December 3, 2024. It is especially important when a synthetic voice, image or video makes an unknown person appear familiar or authoritative.
A compact decision checklist
- Was the contact unsolicited?
- Is there pressure to act immediately or keep the request secret?
- Does it ask for cryptocurrency, credentials, verification codes, identity documents or software installation?
- Did the sender provide the link or phone number you are being asked to use?
- Can you confirm the person and request through a channel you locate independently?
- Does the account, domain, phone number or spelling contain a subtle alteration?
- Are you judging authenticity mainly from a face, voice or live video?
- Has someone offered guaranteed recovery after an earlier loss?
If any answer raises concern, stop and verify independently before taking further action. If you cannot verify the identity and request outside the suspicious conversation, do not send the asset or information.
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