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Do not try to prove a message, voice or video is real by looking or listening harder. Pause the interaction, then verify both the person and the request through a contact method you already trust. A familiar voice, face, name or caller ID can be faked, while a convincing message may have no obvious technical errors.
The safest rule: verify outside the message or call
AI can clone a person’s voice, alter images and video, and produce polished, personalized text. Caller ID, text-message numbers, email addresses and display names can also be spoofed. That means the media itself is not an authentication system.
When an unexpected request involves money, account access, secrecy or an unfamiliar link, treat it as unverified until you confirm it independently. End the call or stop replying, then start a new conversation using a phone number you saved earlier, a previously confirmed messaging account or an organization’s official contact details that you find yourself.
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A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11The FBI’s May 15, 2025 warning about a malicious impersonation campaign says cloned voices can sound nearly identical to a known person. The CFPB likewise warns that caller ID, texts and emails can be manipulated. Recognition is therefore only a reason to check, never a reason to comply.
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Why AI makes familiar scams harder to recognize
Identity cues are no longer reliable
Traditional impostor scams relied on a fake name, a strange address or an obviously unfamiliar voice. Generative AI can imitate a relative, manager, public official or customer-service agent closely enough to defeat that instinct. A video can show a realistic face; a voice call can use a short sample to produce natural-sounding speech; and a text can be tailored to details about your family, workplace or account.
Good grammar is not evidence of safety
The FBI notes that AI can create convincing, targeted messages. Spelling, grammar and professional formatting may be flawless in a fraudulent message. Conversely, a genuine person may make mistakes, especially under stress. Judge the request, the contact path and the independent confirmation—not the writing quality.
Realistic media can carry a fraudulent request
A scammer does not need to fabricate every second of a call or video. A real photo, a hijacked account or a short cloned voice clip can be combined with an urgent demand. Authentic-looking media proves only that the media exists, not that the person authorized the transaction.
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Pressure and circumstances usually provide stronger warning signals than audio or video artifacts. Slow down when several of these conditions appear together:
- The sender insists that you act immediately or says there is no time to check.
- The request must remain secret from family, coworkers, a bank or the supposed organization.
- A distressed relative, official, colleague or financial institution supposedly needs emergency help.
- You are asked to send money by gift card, wire transfer, cryptocurrency or a payment app.
- You are asked for a password, account number, contact list, recovery detail or multifactor authentication code.
- The message directs you to an unfamiliar link, attachment, download or remote-access installation.
- The phone number, email address, URL or messaging account has changed subtly.
- The caller wants you to move the conversation to a new platform or use a supplied callback number.
One clue is not a verdict. An unusual number can result from a legitimate phone change, and a genuine emergency can sound urgent. The combination of pressure, secrecy, an unusual contact path and a high-risk request is what should stop the transaction.
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Message clues: what to inspect without trusting appearances
Check the actual contact details
Do not rely on a display name, profile photograph or caller-ID label. Compare the full phone number, email address and domain with details you already have. Look for a one-character change, a different country or area code, an added word, or a new messaging account. Do not use the number or link supplied in the suspicious message to perform the check.
Look for an abrupt change in behavior
A message may use the person’s normal name and writing style but ask for something they have never requested before. An employee who normally uses a company system may suddenly request a personal payment. A relative who usually calls may insist on gift cards or cryptocurrency. Treat the change in behavior as significant even when the wording feels familiar.
Evaluate the requested action
Ask what the sender wants you to do, who benefits and why the action cannot wait for normal procedures. A request for a password or multifactor code is unsafe regardless of how convincing the sender sounds. Legitimate institutions do not need you to disclose a one-time authentication code to a caller.
Do not click to “verify” the warning
A link can lead to a counterfeit login page or download malware. Open a new browser window and type the organization’s known web address yourself, or use a bookmark you created before the incident. If you cannot establish the official channel independently, stop rather than testing the supplied link.
Voice-call clues: useful suspicion, not a voice-authentication test
The FBI lists possible audio indicators including unnatural pauses or delays, choppy sentences, unusual inflections or phrasing, and background noise that does not fit the scene. You may also notice a sudden change in speaking rhythm or an answer that sounds technically fluent but avoids the question.
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These signs can be caused by a poor connection, a speakerphone, disability, illness or stress. Their absence proves nothing: the FBI’s campaign guidance says a cloned voice may sound nearly identical to the known person. Do not ask the caller to repeat a phrase as your only test, and do not trust a familiar voice on the line merely because it uses an intimate detail.
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What to do during a suspicious call
- Say you will call back and end the call. Do not stay on the line while searching for a number or moving money.
- Use a number stored before the incident, or obtain the organization’s number from an independently located statement, card or official website.
- Ask whether the person made the request and whether the underlying emergency or account problem is real.
- If the person cannot be reached, contact another trusted relative, colleague or supervisor before taking action.
A caller who objects to a callback, demands secrecy or tries to keep you from consulting anyone else is adding pressure, not proving identity.
Video clues: signs that merit a second check
Possible visual indicators include irregular facial features, unusual blinking or movement, distorted edges, unnatural shadows or colors, and lighting that does not match the surroundings. Lip movement may appear slightly out of sync with speech, or the background may behave differently from the subject.
Compression, low light, an unstable camera and ordinary video-call lag can create similar effects. High-quality video may contain none of them. Use these observations only to decide that a separate verification is worthwhile; do not use visual inspection to authorize a payment, disclose credentials or install software.
Do not let live video override procedure
A live call can be relayed, edited or generated. Ask the person to end the session while you contact them through a channel established earlier. For a business request, follow the normal approval process and confirm with a second employee using a known directory entry. A face on screen is one piece of evidence, not independent confirmation.
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The independent-verification workflow
Use this sequence whenever a message, call or video asks for money, confidential information or an unusual action.
- Stop the interaction. End the call, stop responding and do not let an instruction to keep the matter secret prevent a check.
- Preserve the details before deleting anything. Keep the message, number, email headers where available, profile name, links, voicemail, screenshots and timestamps. Do not forward a malicious attachment to other people.
- Start a fresh contact. Call a saved number or use a channel you confirmed before the incident. For a bank, company or agency, locate its official contact details independently rather than using the suspicious communication.
- Confirm the identity and the request separately. Ask whether the person sent the message and whether the payment, emergency, login or account change is real. Knowing that a person is safe does not automatically validate a request made in their name.
- Use a second person. Contact another family member, coworker, supervisor or trusted adviser. This is especially important when the supposed caller says not to tell anyone or cannot be reached through the known channel.
- Keep access and money protected. Do not send funds, disclose multifactor codes, click unverified links or install software until the request is confirmed through the independent path.
Choosing a verification method
| Method | Why it helps | Important limitation |
|---|---|---|
| Call a number saved before the incident | The contact path predates the suspicious request and is not controlled by the sender. | A stale or compromised number may no longer belong to the person, so confirm the request as well as the identity. |
| Use a previously confirmed messaging account | It avoids the new account or address supplied in the message. | An account can be taken over; unusual behavior still requires a second check. |
| Find an organization’s official contact channel yourself | It avoids spoofed callback numbers and links. | Do not rely on search results or pages reached through the suspicious message; use a known statement, card or independently typed address. |
| Ask a prearranged family question or code phrase | A phrase agreed in advance can expose an impostor who has only public details. | It supplements, rather than replaces, a callback and confirmation of the request. |
| Consult a second trusted person | Another person can notice pressure, inconsistencies or a risky payment route. | Choose someone reached through their normal contact information, not a number supplied by the caller. |
What never to send during an unverified interaction
- Passwords, passkeys, security questions or recovery codes.
- Multifactor authentication codes, approval prompts or one-time links.
- Bank-account, card, tax or identity-document details.
- Gift-card numbers, wire instructions, cryptocurrency transfers or payment-app payments.
- Contact lists, employee directories or information about another person.
- Remote-access software, screen sharing or an unfamiliar download.
Multifactor authentication protects an account only if you keep its approval step private. A caller who asks you to read a code is trying to turn your security control into authorization for the attacker.
Family-emergency and grandparent scams
In a common family-emergency pattern, a scammer uses a cloned voice or convincing text to claim that a relative has been arrested, injured or stranded and needs immediate money. The caller may know the relative’s name, location or relationship and may insist that you tell no one.
Do not debate the voice. Hang up and call the relative using the number already in your contacts. If there is no answer, call another relative or trusted person who can check the story. Ask the person reached through the known channel whether the emergency and payment request are genuine. A prearranged family phrase can add confidence, but it should be agreed before any crisis and used alongside the independent callback.
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Executive or coworker requests
Follow the organization’s normal approval and payment process even when a request appears to come from a senior executive. Confirm through a directory number or an in-person colleague, and require the usual written authorization. A polished email or a video call does not waive segregation-of-duties controls.
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Bank, government or service-provider claims
Do not give a caller a code, password or remote access to “secure” an account. End the call and use the number on a card, statement or official correspondence. If you receive a text about a problem, open the institution’s app or type its known address yourself rather than following the message link.
Recruiting and identity requests
A realistic video interview or voice message can still be part of an impersonation. Do not send identity documents, payroll information or account credentials until the employer or agency is confirmed through independently located contact details and its normal process.
If you already sent money or account information
- Contact the bank, card issuer or payment service immediately. Explain that the transaction may be fraudulent and ask what cancellation, recall or account-protection steps are available. Speed matters, especially for transfers and payment-app transactions.
- Secure affected accounts. Change passwords from a clean device, revoke unfamiliar sessions, contact the account provider and follow its recovery process. Tell the provider that a multifactor code or approval may have been exposed.
- Preserve evidence. Keep original messages, caller details, recordings where lawful, screenshots, receipts, wallet addresses, emails and a timeline of events. Do not edit the originals.
- Report the incident. The FTC directs consumers to ReportFraud.ftc.gov and their state attorney general for family-emergency scams. The CFPB also identifies local police or sheriff, the state attorney general, the FTC and the FBI’s Internet Crime Complaint Center for online scams. The FBI’s May 2025 campaign notice asks victims of that campaign to report to IC3.gov.
- Warn people who could be targeted next. Tell family members, coworkers or the impersonated organization through trusted channels, without reposting malicious links or exposing private information.
Reporting does not guarantee recovery, but it creates a record and can help service providers connect related incidents. Follow the current instructions on each agency’s official site because reporting procedures can change.
Prepare before a scam arrives
- Save relatives’ and key coworkers’ phone numbers rather than relying only on recent messages.
- Agree on a family verification question or phrase and document who should be contacted during an emergency.
- Use multifactor authentication, unique passwords and account alerts, while treating every authentication prompt as private.
- Set a household rule that urgent financial requests require a callback and a second person’s confirmation.
- Teach older relatives and less technical users that caller ID, a familiar face and a fluent voice can all be forged.
- Keep bank and payment-service contact information in a place you can reach without opening a suspicious message.
What AI-detection tools can and cannot tell you
The official guidance described here does not establish a detector, device or app as a reliable way to authenticate a caller, video or message. Automated classifiers can be wrong, especially after compression, translation, editing or a change in file format. A result that says “likely real” is not permission to pay, and a result that says “likely synthetic” is not the only reason to report a scam.
The dependable control is procedural: stop, use an independently trusted channel, confirm the request and keep money and credentials protected until confirmation is complete.
Key guidance from federal agencies
The FBI’s May 8, 2024 release on artificial-intelligence-enabled cybercrime includes this statement from Robert Tripp, FBI Special Agent in Charge: “As technology continues to evolve, so do cybercriminals’ tactics. Attackers are leveraging AI to craft highly convincing voice or video messages and emails to enable fraud schemes against individuals and businesses alike,”
The FBI’s consumer guidance presents pauses, odd inflections, incongruent background noise, irregular facial features and lighting mismatches as possible indicators—not a forensic test. The FTC’s September 2023 family-emergency guidance emphasizes calling back through a known number, involving another trusted person and avoiding gift cards, wires, cryptocurrency and payment apps. CFPB guidance, including its page last modified August 31, 2026, likewise recommends independent verification and warns that impostors can spoof caller ID, texts and email.
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