You find a designer handbag selling at an unbelievable discount. The website displays beautiful photographs showing every detail of the product. Customer reviews praise the quality, and a countdown encourages immediate payment. Everything sounds promising until you discover identical pictures on another shopping website. Suddenly, you have one important question: does the seller actually own the advertised product?

Online Shopping Scams Are Costing Americans Millions

The FBI’s 2025 Internet Crime Report recorded 56,478 non-payment and non-delivery complaints. These cases accounted for approximately $503 million in reported losses. The figures cover different online transactions, not solely scams involving artificial images.

Fraudulent stores can use stolen photographs to advertise unavailable products. AI image generators introduce another possibility for creating convincing product pictures. A beautiful photograph cannot prove the seller owns inventory.

Start by Checking Where the Photo Came From

Before ordering from an unfamiliar website, examine its product photographs. Pay attention when expensive products have only one promotional picture. Missing packaging photographs or unclear product labels deserve additional questions.

Google Lens can help you investigate the picture’s history. Save the photograph and upload it through Google’s visual search feature. Its “About this image” option provides information about earlier appearances when available.

Suppose a small store advertises a luxury handbag for $65. Your image search finds the identical photograph on another retailer’s website. Compare product descriptions and determine whether the seller has authorization to use those images.

Matching pictures do not automatically prove that someone is committing fraud. Legitimate sellers may use photographs supplied by the same manufacturer.

Can AI Detection Tools Identify Fabricated Images?

An AI image detector analyzes photographs for signs of artificial generation. Some services examine visual patterns associated with image-generation software. Others check embedded watermarks placed when supported tools generate images.

Google expanded access to its SynthID Detector worldwide in October 2026. The service can identify supported watermarked content from Google and participating technology partners.

However, detection software cannot establish whether an online retailer actually stocks merchandise. A genuine photograph can still be stolen from another business. Similarly, an image without a detectable watermark may still be artificially generated.

Treat automated results as another reason to investigate, not a final verdict.

Check the Store Before Trusting Its Pictures

The Federal Trade Commission recommends researching unfamiliar sellers before purchasing products online. A convincing website design does not establish that a business is legitimate.

These checks can help you avoid an expensive mistake:

• Search the business name alongside complaints and reported shopping scams.
• Read the refund policy and confirm its actual return address.
• Compare product prices with established retailers selling identical items.
• Request additional photographs showing product labels and packaging details.
• Choose credit cards instead of gift cards or cryptocurrency payments.

If the seller refuses reasonable questions, consider buying somewhere else.

What Should You Do After a Suspicious Purchase?

Save your order confirmation and every message exchanged with the seller. Keep screenshots of the original listing and promised delivery information.

Contact your credit card issuer promptly when merchandise never arrives. Explain the problem and ask about disputing the transaction. You can also report suspected fraud through the FTC’s official reporting website.

Online shopping should begin with evidence rather than attractive photographs. A few checks before payment could prevent a costly disappointment.