While ChatGPT has undoubtedly advanced significantly in just a few years, that level of progress brings enormous potential for misuse. The newer versions of OpenAI’s model (ChatGPT 4 and later) can synthesize voice and combine it with integrations that can fetch all sorts of publicly available details.
Then, all it takes is a savvy scammer to create a ChatGPT-based bot that can actually call people. And while these calls can sound incredibly convincing, there are a few ways to protect against them, starting with understanding the “tells” of ChatGPT scam call scripts.
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Formal and Generic Language Patterns

In most situations, ChatGPT defaults to using language that is overly formal and doesn’t directly talk to the person being communicated with. To that end, a script might have generic starting phrases such as “I hope this finds you in good health.”
Not only is the phrasing here overly formal and stilted for a natural English speaker, there’s no mention of the victim’s name.
The script might also include jargon without referring to the specifics of what the scammer is trying to use. For example, ChatGPT might use “regarding your account matter,” rather than directly stating what the perceived problem is or how it’s being supposedly fixed.
What you should especially look for is the mention of your name at the start of the call. Real providers typically have extensive information on file to rely on, while a ChatGPT bot is simply working off a generic script that is unlikely to be connected to a detailed database. Alternatively, check the cadence of the speech. The bot might suddenly cut off before or after stating your name or information, suggesting that the data is being inserted after the fact.
The language can also be overly structured, such as using numbered steps or sequences that border on bullet points (“first,” “second,” “third”).
Using Pressure Tactics or Urgency
Scams work by relying on people not double-checking their information by suggesting that the problem is urgent. Typically, this is done by stating that the call is a “final notice” before something terrible would happen to an account or bill or utility.
Alternatively, ChatGPT scam call scripts for lottery or giveaways will focus on getting you to sign on or make a purchase as soon as possible to get the best deal.
Asking for Sensitive Data
A genuine service call from a bank or another institution will never check for your private information such as your social security number (SSN) or account passwords. The administrators don’t need that information to be on file and can access your account without it.
ChatGPT has also been slightly modified to avoid gathering that data and asking for it via the script. If the scammer uses a more advanced model (which is generally more adept at fooling people), the ChatGPT call scam script might suddenly veer off course and insert the bot’s explanation of why it doesn’t want to ask for private info.
Knowing Nothing and Everything
In most cases, a scammer doesn’t know anything about you and is expecting you to “fill in the blanks.” This can extend to anything from banking passwords to SNNs.
That’s why a call script might not refer to a specific bank or just vaguely refer to “your account” rather than outright stating the extent of the issue or the subject.
In most cases, the script will also avoid giving you any tangible information about the caller, including call-back numbers or references that you can use to verify the legitimacy of the claims or actually resolve the issue outside of the call.
Also, try to ask something completely unexpected. In some cases, the AI might not be able to process the question properly and cause the script to get completely derailed.
Best Defense
If you’re worried that you’re speaking with a chatbot or even a real person using a ChatGPT scam call script, just hang up. If they’ve provided any tangible information, you can go online and check with the organization’s official website (including using the phone numbers provided there) to ensure everything is up to date.
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