Image guides and practical browser workflows
What AI image detection can and cannot do
Understand the real limits of metadata-based AI image detection before treating it as proof.
Detection tools look for clues, not truth serum
Most browser-based AI detection tools look for metadata signals, software tags and related markers. That can be useful, but it is not the same as proving where an image came from.
An image can be AI-generated without readable markers, and a marker can survive in a way that still needs interpretation.
A clean result does not mean human-made
Metadata can be removed, screenshots can destroy provenance information and some tools never write clear markers in the first place.
That is why responsible use combines metadata review with source checks, reverse image search and contextual judgment.
- Use metadata clues as signals, not final proof.
- Expect false negatives when metadata was stripped.
- Combine technical and contextual verification.
FAQ
Can a browser tool prove authenticity?
No. It can surface useful signals, but not provide complete forensic certainty.
Why do screenshots matter here?
Screenshots often remove or flatten the original metadata that detection tools rely on.
Which FreePicTools pages fit this topic?
AI Image Detection helps find clues, while Metadata Viewer shows what fields are actually present in the file.