How AI Is Making Tax Scams Harder to Spot
Tax time is peak season for scammers, who target taxpayers with fraud campaigns ranging from IRS impersonation to “ghost” preparers who take your money and run. In fact, the IRS annually releases its “Dirty Dozen,” a list of tax scams that consumers should be especially aware of. And this year’s list reveals that, as with romance scams and scams targeting travelers, AI makes tax scams appear more sophisticated and harder to spot.
AI makes tax scams easier
One of the top IRS scams for 2026 is AI-powered phone impersonation: Fraudsters use AI tools for voice cloning and caller ID spoofing so that recipients believe they are speaking to a legitimate IRS representative. These forms of identity theft are so effective that it is difficult to distinguish between what is fake and what is real. Scammers may call you about your tax bill and demand payment, or tell you your information is being used in a crime and ask you to verify sensitive details.
Of course, AI facilitates other forms of identity theft, spoofing, and phishing. It’s easy to create a fake AI-generated website (such as for the IRS or other organizations that provide tax preparation or support services) that looks almost identical to the real site and that scammers can use to harvest personally identifiable information and login credentials. The same goes for other communications, such as text messages and notifications sent by email or postal mail.
AI is not just an external threat. Researchers at McAfee found that 30% of taxpayers plan to use an AI tool like ChatGPT to help them prepare their tax returns. Not only will a chatbot potentially provide incorrect (although relatively harmless) information to users, but it could also put personal data at risk in the event of a data breach.
How to Spot AI Tax Scams
Taxpayers can be particularly vulnerable to these scams because the possibility of getting in trouble with the IRS is particularly frightening, and fraudsters take advantage of this fear. People may be more likely to act on an urgent message that comes with the threat of financial penalties, wage garnishment, or a lien on their home. And because AI can make communication more human — and both credible and trustworthy — than a real human, typical scam red flags like bad grammar and strange language aren’t reliable indicators.
What do you think of it so far?
Above all, remember that the IRS almost always makes contact by mail and will not call taxpayers to demand payment or threaten arrest. The agency also does not leave pre-recorded messages. Legitimate notices sent by mail are informational and should contain specific references to your tax return rather than vague requests for money. You may receive a call or even a personal visit from the IRS, but this happens in specific cases and only after several mailed notices.
Since AI scams can be very difficult to spot, you should be wary of any tax-related communications. You can create an IRS account online through ID.me and review all notices and letters sent to you to verify their legitimacy. As always, never respond to a request for money or information without confirming who you are talking to, as this is almost certainly the case. not the taxman.
