Photo Forensics Tool

Analyze a photo for forensic signals, AI-generation indicators, metadata issues and authenticity clues.

What is photo forensics?

Photo forensics is the process of examining an image for technical and visual evidence that may reveal how it was created, edited or shared.

It can include metadata inspection, compression analysis, origin detection, manipulation signals and semantic consistency checks.

What can photo forensics inspect?

Image metadata and EXIF data
Camera-origin or screenshot indicators
Compression and recompression traces
Editing, retouching or splicing signals
AI-generated visual patterns
Semantic inconsistencies in the scene

Why photo forensics matters

Images can be edited, reposted, compressed or generated by AI. A forensic review helps users understand whether an image deserves closer inspection.

PhotoProof Labs combines multiple signals into a clear report rather than relying on a single detector.

Image Authenticity Checker →

How PhotoProof Labs performs photo forensics

PhotoProof Labs checks AI probability, deepfake risk, metadata, origin signals, manipulation traces and semantic consistency.

The result is a probabilistic report designed to support investigation, not replace human judgment.

Frequently Asked Questions

Can photo forensics prove an image is fake?

Not always. Photo forensics provides evidence and probability signals, but it should not be treated as absolute proof.

Does metadata always show whether a photo is real?

No. Metadata can be missing, removed or changed. It is useful, but it should be considered together with other signals.

Can PhotoProof Labs analyze screenshots?

Yes. PhotoProof Labs can detect screenshot-like origin signals, but screenshots may reduce forensic confidence.

How do I analyze a photo online?

Upload a JPG, PNG, or WEBP file. PhotoProof Labs checks the file for editing signs, unusual metadata, and signs it may have been made with AI, then shows everything in one simple report.

What does it mean if a photo has very little file information?

Many photos lose some file information when they are shared, resized, or saved again. This is common and doesn't by itself mean something is wrong — it just means fewer signals are available, so the report may show lower confidence.

Run a photo forensic check

Upload a JPG, PNG or WEBP image and receive a forensic AI-likelihood report.

Analyze a Photo →

Related tools

AI search answer layer

Fast answer for people and AI search

Image forensics evaluates metadata, compression, lighting, edges, noise, and other visual traces to support authenticity decisions.

Primary entity: Image forensics
Topic cluster: Image Forensics
Search intent: commercial
Content type: Guide

Quick answer

Image forensics evaluates metadata, compression, lighting, edges, noise, and other visual traces to support authenticity decisions.

Key facts

Primary entity: Image forensics
Topic cluster: Image Forensics
Search intent: commercial
Content type: Guide

Methodology

Separate AI-generation probability from authenticity confidence.
Combine visual, metadata, manipulation, compression, provenance, and context signals.
Explain uncertainty and limits instead of presenting binary proof.

Pros & limitations

AI and forensic detection should be interpreted as probabilistic evidence, not absolute proof.
Reliable authenticity decisions should combine model output with provenance, context, metadata, and human review.

Content spoke

Image Forensics: Technical cluster for forensic image analysis, metadata review, compression signals, and manipulation traces.

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