How Artificial Intelligence Is Making Tax Fraud Detection Harder
Tax season is a peak season for scammers , who target taxpayers with a variety of scams, from impersonating IRS agents to using “ghost” tax consultants who take your money and disappear. In fact, the IRS annually publishes its “Dirty Dozen” list— a list of tax scams that consumers should be especially aware of. And this year’s list shows that, as with dating scams and travel scams , artificial intelligence is making tax scams more sophisticated and difficult to detect.
Artificial intelligence facilitates tax fraud.
One of the most common Internal Revenue Service (IRS) scams in 2026 involves artificial intelligence-enabled phone calls: scammers use AI tools to clone voices and spoof caller ID, tricking recipients into believing they are speaking with a genuine IRS representative. These scams are so sophisticated that it’s difficult to distinguish between the real deal and the real deal. Scammers may call you about your tax bill and demand payment, or claim your information is being used in a crime and ask you to confirm sensitive data.
Of course, AI also facilitates other forms of counterfeiting, fraud, and phishing. It’s easy to create an AI-generated fake website (for example, for the IRS or other organizations providing tax preparation or support services) that looks nearly identical to the real thing, which scammers can use to harvest personal information and login credentials. The same applies to other forms of communication, such as text messages and notifications sent via email or regular mail .
Artificial intelligence isn’t just an external threat. Researchers at McAfee found that 30% of taxpayers plan to use an AI-powered tool like ChatGPT to prepare their tax returns. Not only can a chatbot potentially provide users with incorrect (albeit relatively harmless) information, but it can also compromise personal data in the event of a data breach.
How to Spot Tax Scams Using Artificial Intelligence
Taxpayers may be particularly vulnerable to such scams because the prospect of problems with the IRS is particularly frightening, and scammers prey on this fear. People are more likely to respond to urgent messages accompanied by threats of financial penalties, wage garnishment, or foreclosure. And since artificial intelligence can make communication sound more human —and at the same time more believable and trustworthy—than real-life speech, typical signs of fraud, such as poor grammar and strange language, are not reliable indicators.
First and foremost, remember that the Internal Revenue Service (IRS) almost always initiates contact by mail and does not call taxpayers demanding payment or threatening garnishment. The agency also does not leave prerecorded messages. Legitimate notices sent by mail are informational and should contain specific references to your tax return, not vague demands for payment. You may receive a phone call or even a visit from IRS representatives, but this only happens in exceptional cases and only after several mailed notices.
Because AI-based scams are very difficult to detect, you should be wary of all tax-related messages. You can create an IRS online account through ID.me and review all notifications and emails you receive to verify their authenticity. As always, never comply with requests for money or information without first verifying who you’re speaking to—it’s almost certainly not the IRS.