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Pause before you respond. The most reliable way to spot an AI scam is to slow down when a message triggers urgency, fear, secrecy or excitement; verify the sender through contact details you find independently; inspect the address, profile, website and media for inconsistencies; and never send money, passwords, one-time codes or identity documents until the request is confirmed. Generative AI now lets criminals produce convincing text, images, cloned voices and deepfake video at scale, so polished wording or realistic media is not proof of identity.
What makes an AI scam different from an ordinary scam?
AI tools improve the scammer’s speed, personalization and credibility. A criminal can generate fluent messages in your language, create a plausible profile photo, clone a relative’s voice, fabricate a video call or produce professional-looking documents. The underlying fraud is familiar—phishing, impersonation, romance fraud, extortion, investment fraud and fake authority contacts—but synthetic media makes a false story harder to dismiss at first glance.
The FBI warned in 2024 that generative AI makes fraud more believable and scalable. In 2025, the FBI also cautioned that “AI-generated content has advanced to the point that it is often difficult to identify.” Treat visual or audio realism as one clue, never as authentication.
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A single warning sign may have an innocent explanation. Several together mean you should stop the conversation and verify through a separate channel before taking any action.
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Urgency, fear, excitement or secrecy
- “Act now,” “pay within the hour,” or threats that an account, job or shipment will be lost.
- An emergency story involving a relative, executive, police officer, bank employee or government official.
- Promises of guaranteed profits, exclusive access or a once-in-a-lifetime AI investment.
- Instructions to keep the request secret or avoid asking another person.
The Consumer Financial Protection Bureau and the U.S. Postal Inspection Service both identify pressure, secrecy and unusual payment demands as common fraud indicators. A legitimate organization can normally tolerate a verification call and a short delay.
An unexpected request for money or sensitive data
Be suspicious when a supposed relative, employer, celebrity, bank or official asks for gift cards, cryptocurrency, a wire transfer, a password, a one-time code, a Social Security number, a scan of an identity document or remote access to your device. Payment methods that are difficult to reverse are especially dangerous.
A sudden change in channel or behavior
A known person may suddenly use a new phone number, private email address or messaging service and ask you to move away from the normal platform. A message that uses unfamiliar vocabulary, punctuation, timing or tone is also worth checking, even if the profile appears genuine.
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Inspect the complete sender address, telephone number, domain and account name. Fraudsters change one character in a domain, add a word to a business name, use a display name that hides a different email address or copy a bank’s branding. Hover over links on a computer, or press and hold on a phone, to reveal the destination without opening it.
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A thin or inconsistent online history
Recently created accounts, generic comments, few real connections, recycled photographs or images that do not match the claimed name suggest an invented identity. A long-established account is not automatically safe—accounts can be stolen—but a sparse history removes an important source of corroboration.
Unverifiable “proof”
Scammers may send polished PDFs, screenshots, identity cards, endorsements, invoices or trading dashboards. Check the underlying claim through the organization’s own website or a known contact. A document that looks official is not evidence if no independent source confirms it.
AI-generated audio and video artifacts
Look for lip-sync lag, unnatural facial or body movement, odd lighting, inconsistent shadows, distorted hands or faces, sudden changes in image quality and a voice whose accent, word choice or emotional tone does not fit the person. These clues can help, but the FBI says reliable identification is difficult; a convincing clip may contain no obvious artifact.
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The channel changes the clues you can inspect, but the same rule applies: do not trust the message’s built-in contact path.
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| Channel | Typical AI-assisted tactic | What to verify |
|---|---|---|
| Text or email | Fluent phishing message, fake invoice, account warning or executive request | Full address, domain, link destination, attachment and request through a known address |
| Voice call or voicemail | Cloned voice posing as a family member, manager or official | Call back using a saved number; use a pre-agreed family codeword |
| Video call or clip | Deepfake identity, fake celebrity endorsement or extortion material | Independent contact, unusual motion or lighting, and confirmation from a second trusted person |
| Social profile or dating account | Generated photos, scripted conversation and requests to move off-platform | Account age, reverse-image clues, consistent history and a live verification arranged independently |
| Website or investment dashboard | Look-alike login page, fabricated returns or an AI trading-bot pitch | Domain spelling, regulator or company records found independently, withdrawal test and payment destination |
How can I verify a suspicious person or request safely?
Use out-of-band verification: a communication path you locate yourself rather than one supplied in the suspicious message.
- Stop the interaction. Do not click, reply, download an attachment, share your screen or pay while you investigate.
- Preserve evidence. Save the original message, telephone number, sender address, URL, account name, payment instructions and timestamps. Take screenshots, but keep the original files if possible.
- Find an official contact independently. Type the organization’s address into your browser, use a statement or card you already trust, or look up a known telephone number. Do not use the link or number in the message.
- Confirm with a known person. Call a relative on a number already stored in your contacts. Families can establish a codeword or question that a voice clone is unlikely to know.
- Ask for a second confirmation. For a workplace request, verify with another colleague through the normal company directory. For a bank or government request, hang up and call the published service number.
- Check the transaction independently. Sign in by typing the service’s address yourself. A real balance, invoice or account notice should be visible in the trusted account, not only in a screenshot.
Never “test” a caller by revealing the answer to a security question, forwarding a one-time code or clicking a link to prove you are real. Verification should reveal information to you, not to the requester.
What should I do if I already clicked, paid or shared information?
Speed limits the damage. Take the steps below in order, adapting them to what was exposed.
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- From a device you trust, change the password immediately, starting with the affected account.
- Change any other account that reused that password.
- Sign out of all sessions, revoke unknown app connections and review recovery email addresses and phone numbers.
- Contact the service through its official support page and explain that credentials may have been phished.
If money or card details were sent
- Call the bank, card issuer, payment app or cryptocurrency exchange using its official number.
- Ask whether a transfer, card payment or withdrawal can be stopped or recalled; do not assume a completed transaction is recoverable.
- Monitor statements and alerts, and replace compromised cards or account numbers when advised.
If identity documents or remote access were exposed
- Tell the affected institution and follow its identity-theft or account-lock procedure.
- Remove remote-access software you did not intentionally install, update the operating system and run a reputable security scan.
- Watch for new accounts, password-reset notices and tax or benefits correspondence that you did not initiate.
Report the incident
Report the account or message to the platform, notify the financial institution and contact the appropriate authority in your country. In the United States, the FBI’s Internet Crime Complaint Center (IC3) is the principal online reporting channel cited in FBI guidance. Reporting preserves evidence and may connect related cases, even when your money cannot be recovered.
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Which account protections reduce the impact of an AI phishing attempt?
Phishing-resistant multifactor authentication (MFA) protects an account even when a password is stolen. The Cybersecurity and Infrastructure Security Agency identifies FIDO/WebAuthn as the widely available phishing-resistant method and lists physical security keys as the strongest option among the methods it discusses.
| Method | Phishing resistance | Practical trade-off |
|---|---|---|
| FIDO2/WebAuthn security key | Strongest listed protection; the key verifies the legitimate website origin | Requires carrying a key and planning recovery with a spare or backup method |
| Passkey using a device or password manager | Strong when implemented with FIDO/WebAuthn | Recovery depends on the device or account ecosystem |
| Authenticator-app code | Better than a password alone, but codes can be phished in real time | Requires a working device and a safe backup process |
| SMS code | Vulnerable to phishing and phone-number takeover | Accessible almost everywhere, but weakest of these options |
A hardware key protects the sign-in step; it does not prove that an incoming caller, video, text or email is genuine. CISA’s mobile guidance names hardware-based FIDO authentication, including products from Yubico and Google Titan, as examples where feasible. Register a second key or another carefully protected recovery method before losing the first one.
How do I evaluate a suspicious investment or “AI trading” opportunity?
Assume a high-return or guaranteed-return promise is fraudulent until independent evidence proves otherwise. The Commodity Futures Trading Commission warns about schemes that use AI trading bots and cryptocurrency opportunities to market certainty or exceptional profits.
- Do not deposit a “small amount” to unlock withdrawals, verify an account or pay a supposed tax.
- Research the company, adviser and domain independently; do not rely on testimonials, influencer videos or a dashboard supplied by the promoter.
- Check whether the firm is authorized in the relevant jurisdiction and whether its physical address and telephone number are independently verifiable.
- Ask how withdrawals work and who legally holds the funds. Refusal to answer, changing conditions or pressure to recruit others are stop signs.
How should families and workplaces prepare before a scam happens?
Preparation removes the uncertainty that cloned voices and urgent messages exploit.
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- Create a family codeword or call-back rule for emergencies involving money.
- Keep trusted telephone numbers in contacts and on paper; do not depend on a message history.
- Require two-person approval for unusual business payments or changes to supplier bank details.
- Enable transaction alerts, automatic software updates and phishing-resistant MFA where services support it.
- Agree that anyone can pause a payment without being criticized for causing delay.
Training should include a realistic exercise: a fake urgent request arrives, the recipient records the evidence, calls a known number and reports it without replying. The goal is a repeatable process, not perfect detection of synthetic media.
What did postal and cyber authorities say about these scams?
Chief Postal Inspector Gary Barksdale summarized the threat: “From fake emails and texts to cloned voice messages, calls, and deepfake videos, today’s scammers have many tools at their disposal.” That range is why a single deepfake detector or visual clue cannot replace independent verification. The FBI, CFPB, CFTC, USPS Inspection Service and CISA guidance consistently point to the same defensive habit: pause, verify through a trusted route and protect accounts so one mistake does not become a complete takeover.
Frequently Asked Questions
Can an AI detector prove that a voice message or video is fake?
No. Detection tools can produce false positives and false negatives, and the FBI says advanced AI content is often difficult to identify. Treat detector output as one clue and confirm the person through a known telephone number or another trusted channel.
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Should I reply to a scammer to gather evidence?
Do not engage, threaten or reveal information while investigating. Preserve the message and account details, then report them through the platform, your financial institution and the appropriate authority.
What is a family codeword, and how does it help against voice cloning?
It is a private word or question agreed in advance and never posted publicly. If someone claiming to be a relative calls with an emergency, ask for the codeword and call back on the number already stored in your contacts.
Is a security key useful if I mostly use a phone?
Yes, when the account supports FIDO2/WebAuthn, a hardware key or passkey can block a phished password from being used on a look-alike site. Set up a recovery key or another protected recovery method before you need it.
Where should people outside the United States report an AI scam?
Use your country’s cybercrime, consumer-protection and financial-regulator reporting services, and notify the payment provider immediately. The FBI’s IC3 channel is specific to the United States, so its process and legal protections may not apply elsewhere.
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