A Reader Lost $150 to a Fake Store Recommended by ChatGPT – Here’s How Scammers Do It

If you’ve used ChatGPT to help find a product or compare prices, you’re not alone. Millions of people now treat AI assistants like shopping advisors. But a recent incident reported by Tom’s Guide shows that trusting those recommendations without caution can cost real money. In June 2026, a reader recounted losing $150 after following a link provided by ChatGPT to what appeared to be a legitimate online store. The store was fake, and the money was gone.

Here’s how these scams work and, more importantly, how you can avoid becoming the next victim.

How Scammers Exploit AI Recommendations

Scammers have learned that AI assistants like ChatGPT don’t independently verify the stores they suggest. When you ask for a product recommendation, the AI might pull results from various sources, including listings, reviews, and even advertisements. Fraudsters exploit this by:

  • Creating fake websites with product pages that look professional and include fabricated positive reviews.
  • Manipulating online ratings or posting fake listings on platforms the AI might index.
  • Using paid ads or SEO tricks to appear higher in search results that the AI may pull from.

Because ChatGPT does not “shop” the way a human would, it cannot easily spot a site that has no real customer support, no return policy, and no track record. The AI trusts what it finds, and the user trusts the AI.

Red Flags of a Fake Store

Even if a store was recommended by ChatGPT, you should treat it as you would any unfamiliar online seller. Look for these warning signs:

  • Unrealistic discounts: Prices that are 70% or more below the norm are almost always a scam.
  • Poor grammar and awkward phrasing: Many fake stores are set up quickly and contain odd English or typos.
  • No contact information or a vague “About Us” page: Legitimate businesses provide a physical address, phone number, or email.
  • No secure checkout: The site should have “https://” and a padlock icon in the address bar.
  • Recently registered domain: Use a free domain age checker. If the site was registered only days or weeks ago, be skeptical.

Before you enter payment details, do your own quick checks:

  1. Search for the store name plus “scam” or “review.” Real customer complaints often surface in forums or social media.
  2. Look for reviews on independent platforms like Trustpilot, the Better Business Bureau, or Reddit. Be aware that fake positive reviews exist, so cross-check with negative ones.
  3. Check the domain registration date using a WHOIS lookup or a free tool like whois.com. A site that’s less than a month old for a “big sale” is a major red flag.
  4. Pay with a credit card or a service like PayPal that offers buyer protection. Debit cards and wire transfers are much harder to recover.
  5. Contact the store via the listed email or phone and ask a simple question about shipping or returns. If you get no response or an automated reply, walk away.

What to Do If You’ve Already Been Scammed

If you realize you’ve paid a fake store, act quickly:

  • Contact your bank or credit card issuer immediately to report the transaction and request a chargeback.
  • Report the scam to the platform that gave you the recommendation. OpenAI (the maker of ChatGPT) has a contact form for security issues. As of the time of the Tom’s Guide report, OpenAI had not directly responded to the publication’s inquiry about the incident.
  • File a complaint with the Federal Trade Commission (FTC) at reportfraud.ftc.gov. While that won’t get your money back, it helps authorities track and shut down these operations.

Stay Smart, Not Paranoid

AI shopping assistants are useful tools, but they are not infallible. The recent partnership between OpenAI and Walmart — announced in October 2025 — means more consumers will use ChatGPT for shopping, which also gives scammers more incentive to target AI users. The key is to treat any AI recommendation as a starting point, not a final verdict. A few minutes of verification can save you hours of frustration and hundreds of dollars.

Sources:

  • “I got scammed out of $150 shopping via ChatGPT — here’s how fake stores are fooling AI recommendations” – Tom’s Guide, June 11, 2026.
  • “OpenAI and Walmart just announced direct shopping through ChatGPT” – Tom’s Guide, October 15, 2025.