Guide
Fake Photo Checker
A fake photo checker should help you review evidence, not force certainty. The most practical way to evaluate a suspicious image is to combine generation indicators, metadata, forensic clues, and source history.
Why fake-photo claims are often oversimplified
Some suspicious images are AI-generated. Others are edited real photos. Others are real photos with stripped metadata or confusing context. Treating all of those cases as the same problem leads to bad decisions.
A better checker should separate those possibilities and explain what it actually found.
Signals that matter most
- Whether the image shows AI-generation indicators
- Whether the file contains camera metadata or editing-software traces
- Whether reverse image search finds earlier versions or reposts
- Whether pixel structure suggests unusual processing
What a useful result should look like
Instead of a hard claim, the result should tell you what indicators were found and how strong they appear. Mixed evidence should remain mixed.
That gives you a better basis for follow-up decisions, such as asking for the original file, requesting another image, or checking the source more closely.