AI generated images

The real risk is not a fabricated product. It is a real photo, quietly edited, of an item the seller does not have.

The real risk with AI on eBay is not a fabricated product, it is a real photo quietly edited, or a generated proof of ownership, for an item the seller does not have. A dated note with the seller's username is only worth something if the handwriting looks genuinely real; a generated one is worse than none. Ask for something only a person holding the item could provide before you pay.

Why this signal matters

Generated and edited imagery has made the cheapest part of a scam even cheaper. A seller no longer needs the item, or even a good photo of the item, to produce something that looks like proof.

The failure mode people expect is a fully invented product shot. The failure mode that actually costs buyers money is subtler: a genuine photograph, taken from a real listing, with a serial number changed, a logo cleaned up, or a flaw quietly removed.

What buyers get wrong

Missing image metadata means the photo was faked.

Every marketplace strips metadata on upload. Its absence is the default state of every photo on the internet. It is not evidence of anything.

AI images look obviously wrong.

They used to. Now the tell is rarely the whole image. It is a warped line of text, a shadow falling the wrong way, a repeated texture, a label that does not survive being looked at closely.

A tool can definitively detect AI generation.

Detection is probabilistic, and it is getting harder rather than easier. Any product claiming certainty here is overstating what is possible, and the overstatement is itself worth noticing.

How to read this signal

Do not look for a fake looking image. Look for an edited one. The version of this that empties bank accounts is a real photograph with the important part quietly changed, and it will not look computer made, because most of it is not.

The tells are almost never the whole picture. Warped or nonsensical text. Shadows and reflections that disagree with each other. A smeared or repeated texture where something used to be. A label that falls apart when you actually look at it.

Manipulation matters most when it removes exactly the evidence you needed. An edited serial number. A cleaned up flaw on a used item. A logo sharpened into existence. That is not decoration. That is the part of the photo you were relying on.

Then treat certainty as a warning sign in itself. No single photograph settles the question, and nothing about this is getting easier. Anyone who tells you an image is definitely genuine, or definitely fabricated, is telling you more than they know.

When it should raise concern

Worth slowing down for

Signs of editing on the specific details that establish authenticity, such as a serial number, a label, or a logo.
A generated or synthetic looking product image on a high value item from a seller with no relevant history.
Photos that are physically inconsistent: shadows, reflections, or perspective that do not agree with each other.
An image that appears to be original photography but turns out to belong to a different, unrelated seller.

Not a reason to worry

Missing EXIF or metadata. Marketplaces remove it from everything.
A clean manufacturer render on a catalogue product. That is a marketing image, not a deception.
A slightly over processed phone photo. Sellers use the filters their phone gives them.

From real listings

The photo that was real, and edited

A seller takes a genuine photograph from a completed listing and adjusts the serial number so it no longer matches the original. Everything about the image reads as authentic, because almost all of it is. The only fabricated part is the part you would have used to check. This is the case that matters, and it is why the useful question is not whether an image looks computer made, but whether it has been changed where it counts.

Common questions

Can eBay listing photos be AI generated?

Yes, and the more common trick is a real photo lightly edited, or a fabricated handwritten proof note, rather than a fully invented product shot. Treat a too perfect proof of possession with the same doubt as none at all.

How do I verify an eBay seller actually has the item?

Ask for a photo of the actual unit taken today with a handwritten note showing the date and their username, or a close up of a specific flaw or serial. Something a person holding the item can produce and a scammer cannot.

Stop reading. Go check one.

Knowing what to look for is the hard part. Doing it on every listing is the tedious part. Paste a link and we will do the tedious part.

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