“Real” hides three separate questions, and mixing them up is why people get stuck. Was it photographed? Was it altered? Does it show what it claims? Each needs a different check, and only the first two live in the file.
Was it photographed at all? A generated image was never in front of a lens. This is what generation detection answers.
Was it altered afterwards? A real photograph with a region removed, added or reshaped. This is manipulation analysis — a different question with different evidence, covered in what photoshopped means.
Does it show what it claims? A genuine, unaltered photo from another place or year. No technical check catches this; only finding earlier appearances does.
Most arguments about whether a photo is “real” are actually arguments about the third question while people run tests for the first two.
1. Reverse image search. Catches the third case immediately. Use Yandex and TinEye alongside Google — they index differently.
2. Metadata. Camera present? Dates coherent? Software field naming an editor or a generator? Free, no account.
3. Forensic analysis. Twelve methods covering generation and manipulation, with every score shown separately.
4. Look at it. Shadows agreeing, reflections corresponding, text readable, ears and teeth sensible.
5. Source. Who posted it first, and do they have any history?
A clean forensic result means: probably photographed, probably not locally edited. It does not mean the caption is true, that the person sending it took it, or that it was taken recently.
An inconclusive result means the methods disagreed — treat it as no answer, not as clearance. Compressed screenshots land here often.
A strong AI verdict is good evidence, and still not proof. Look at how many methods agreed. Nine at 85% beats one at 99%.
If the image came from a stranger, involves money, or is being used to pressure you into something, technical verification is secondary. The behaviour is the signal. People do not usually need forensic analysis to confirm what a request for gift cards already told them.
For profile photos specifically, the catfish check plus a reverse search covers both the generated and the stolen case in about a minute.
Reading about it only goes so far. Our AI image detector runs twelve independent methods and shows you every score, not just a verdict.
Free account, 3 checks included, no card required.