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Scam prevention guide

How to Approach AI-Generated Images

Generative tools make realistic pictures easier — that changes how you should verify offers, not how you should panic.

Check a suspicious website

Never treat a single “AI or not” guess as proof that a seller or product is safe.

You can still protect yourself by verifying links, sellers and payment paths independently.

What changed for consumers?

AI image tools can create product photos, lifestyle scenes and even realistic faces that never existed as a physical shoot. Scammers may use that to make thin listings look fuller or more trustworthy.

At the same time, many legitimate sellers use AI-assisted graphics. An image that looks synthetic is not automatically a scam — and a photo that looks natural is not automatically safe.

The useful question is rarely “Was this made by AI?” alone. It is “Does this offer still need independent verification before I pay or share data?”

How scammers misuse generative images

  • They invent product photos for goods they do not hold.
  • They pad marketplace galleries with polished scenes that hide a weak seller profile.
  • They create fake “proof” screenshots or documents that look official at a glance.
  • They combine realistic images with urgent messages that push you to pay outside the platform.
  • They reuse the same visual style across many fake shops to look established.

What still protects you

Trust decisions still rest on the same foundations: who you pay, which website you open, and whether the seller can be held to account.

Industry signals such as Content Credentials can sometimes explain origin or edits when present. Absence of those signals alone does not prove a scam.

Fraudly’s AI Image Analysis can help you review visible details and possible indicators in plain language. It does not claim guaranteed AI detection.

Warning signs around image-heavy offers

  • Perfect product shots paired with unrealistic prices or pressure to pay fast
  • Seller profiles with little history but highly polished galleries
  • Invoices, tickets or chats that look sharp but conflict with other details
  • Requests to leave the official marketplace to “confirm” a purchase
  • Refusal to show a real-time photo with a handwritten note or serial detail

What to do before you trust an image

  • Pause — realistic pictures are not proof of stock, authenticity or delivery.
  • Check the website or payment link with Fraudly Website Analysis when a URL is involved.
  • Prefer platform checkout with buyer protection over off-platform bank transfers.
  • Ask for details that are hard to fake in bulk (serials, packaging quirks, live photo).
  • If a screenshot is involved, confirm through another channel you control — not only the image.
  • Report suspicious listings to the marketplace and your bank if you already paid.

Safety checklist

  • Treat images as clues, not verdicts
  • Verify domains and shops before paying
  • Do not rely on a yes/no “AI detector” claim for money decisions
  • Keep chats and payment references if something goes wrong
  • Use Fraudly Premium AI Image Analysis when a photo or screenshot needs a calm second look

Check a website before you pay

Paste a shop or payment link into Fraudly's free checker—get trust signals before you share card details or log in.

Check a website before you pay

Frequently asked questions

Can Fraudly detect AI-generated images with certainty?
No tool should claim certainty for every image. Fraudly may surface possible indicators as part of Image Forensics, but results are advisory and never a guarantee.
Are Content Credentials the same as a scam check?
No. Content Credentials can help explain origin or edits when present. You still need to verify who you pay and which site you trust.
Should I refuse any AI-looking product photo?
Not automatically. Many honest sellers use generated graphics. Focus on price pressure, seller history, payment path and independent link checks.

Related scam guides

Fraudly is not a law enforcement agency. We provide informational guidance and links to official reporting organisations.

Related Fraudly resources

AI-Generated Images — What Shoppers Should Know | Fraudly | Fraudly