How to Spot AI Scams
Recognizing an AI-powered scam quickly is a critical skill. Because AI-generated content is designed to appear legitimate, warning signs are often subtle. This page explains what to watch for, how to verify messages and media, what to do if targeted, and how to build protective habits over time.
For context on specific scam types, see the Types of AI Scams page. For documented real-world examples, visit the AI Scams by Target Group page.
The information on this page is provided for educational purposes only and does not constitute legal or financial advice. If you believe you have been the victim of fraud, contact the appropriate authorities.
Warning Signs of Scams: Why They Matter
Urgency and pressure to act right now: Scammers rely on speed to prevent you from thinking clearly. Manufactured urgency is one of the most effective tools in fraud.
Payment requested via gift card, wire transfer, or cryptocurrency: These payment methods cannot be reversed and leave almost no trail. No legitimate organization will request payment this way. Law enforcement agencies consistently warn that requests for payment through gift cards, wire transfers, or cryptocurrency are among the most common indicators of fraud.
Request to keep the situation confidential: Cutting you off from people who might ask questions or verify the situation is a deliberate part of the tactic.
An offer or deal that seems too good to be real: Dramatically low prices, unexpected winnings, and guaranteed investment returns are almost always signs of fraud.
Request to skip your normal verification steps: Fraudsters need to prevent you from confirming their identity through channels they cannot control.
Contact from an unexpected or unfamiliar source: A message arriving through a new number, address, or platform you have not used before is always worth questioning.
Warning Signs of AI Scams
No single warning sign is definitive on its own, but a combination of signals should prompt you to slow down, verify, and avoid acting under pressure. The most important habit to develop is pausing before responding to any unexpected communication that asks you to act quickly, share information, or send money.
Signs a Voice or Call May Not Be Real
AI-cloned voices can be highly convincing. Key signals include:
Unexpected call involving urgency
Slightly robotic, flat, or unnaturally smooth speech with unusual pauses
Pressure not to hang up or verify independently
Requests for irreversible payments such as gift cards, wire transfers, or cryptocurrency
Scenarios involving emergencies or secrecy
Action: Hang up and contact the person through a verified number you already have. Do not use numbers provided during the suspicious call. Establishing a family code word in advance is highly effective against voice cloning scams.
Signs a Message or Email May Be AI-Written
AI-generated messages are often polished, making traditional spelling or grammar errors less common. Watch for:
Strong urgency prompting immediate action.
Requests to click links, download files, or provide credentials.
Sender addresses that differ slightly from the claimed organization.
References to unrecognized transactions, accounts, or events.
Impersonal or generic tone despite appearing personal.
Action: Avoid clicking links. Navigate to the official website or call a verified number to confirm legitimacy.
Signs a Video or Image May Be AI-Generated
AI-generated media has improved, but careful observation can reveal inconsistencies:
Unnatural blinking or glassy eyes.
Distortions around the face, hairline, or neck.
Lighting or shadow inconsistencies.
Video blurring during motion or audio not matching mouth movements.
Public figures making surprising or dramatic statements should always be verified through independent sources.
Signs a Job Offer or Online Contact May Be Fraudulent
Common indicators include:
Unsolicited offers or contacts.
Unusually high compensation for the role.
Communication solely through messaging apps, not official email.
Fast-tracked hiring processes skipping standard checks.
Requests for money, gifts, or training fees.
Online personas asking for financial investment or personal details.
Action: Verify opportunities independently through the company’s official website and never provide sensitive information until verified.
How to Verify Messages and Media
When something feels wrong, verification is more reliable than intuition alone. These steps give you practical ways to check whether a communication or piece of media is what it claims to be.
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When something feels wrong, verification is more reliable than intuition alone. These steps give you practical ways to check whether a communication or piece of media is what it claims to be.
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If you receive an unexpected call from someone claiming to be a family member, a colleague, a bank representative, or a government official, hang up and call back using a number you already have on file or can find through an official source.
For family emergencies, call the person directly on their known number. If you cannot reach them, contact another family member to verify the situation independently before taking any action.
For calls claiming to be from a bank, government agency, or technology company, hang up and call the organization's official number found on their website or on the back of your card. Do not use any number provided during the suspicious call.
Establishing a family code word in advance is one of the most effective defenses against voice cloning scams. See the How to Protect Yourself Going Forward section below for guidance on setting one up.
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Reverse image search can help identify whether a photograph has been taken from another source or has appeared elsewhere online in a different context.
Google Images at https://images.google.com and TinEye at https://www.tineye.com both offer reverse image search tools that are free to use.
For video content, search for the same footage through established news sources before accepting it as real. If the event shown in the video is significant, it should be reported by multiple independent outlets. The absence of corroborating coverage from credible sources is itself a signal.
AI detection tools are available and improving, though none are fully reliable.
Microsoft's Video Authenticator and tools from organizations such as Sensity AI at https://sensity.ai are designed to identify synthetic media, but results should be treated as one input rather than a definitive conclusion.
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Do not use contact information provided within a suspicious message to verify it. Instead, go directly to the organization's official website by typing the address yourself, or look up the organization's phone number through a source you trust.
For emails claiming to be from your bank, check your actual account through the bank's official app or website rather than clicking any link in the email. For messages claiming to be from a government agency, visit the agency's official website directly.
Check the sender's actual email address carefully. Scammers often use addresses that closely resemble legitimate ones with small variations such as an extra letter, a different domain, or a character substitution that is easy to miss at a glance.
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Google Reverse Image Search: https://images.google.com
TinEye Reverse Image Search: https://www.tineye.com
Snopes fact-checking: https://www.snopes.com
FactCheck.org: https://www.factcheck.org
PolitiFact: https://www.politifact.com
Sensity AI deepfake detection research: https://sensity.ai
FTC Scam Alerts, updated regularly with current scam tactics: https://consumer.ftc.gov/scam-alerts
Scammers often target specific audiences. Read more about which groups are most at risk in Scams by Target Group.
Last Reviewed: May 2026