●Viral content

Check it before you share it.

Viral clips, screenshots and photos that look a little too perfect. Find out if they are real in seconds.

Multi-model detection<3s per imageZero retention
viral_clip_frame.jpgscan complete
Submitted evidence
AI-generated
0.94LIKELIHOOD
Don't share
Generative fingerprint
94
Frequency pattern
86
Lighting
72
C2PA signature
0
<3sMedian result time
4Independent signal families
0Files retained
C2PAProvenance read

●Platform

Detect it. Explain it. Act on it.

Every scan returns the same three things: a result, the signals that produced it, and a decision you can route on.

viral_clip_frame.jpgintake · 10:42:08
AI-generated
viral_clip_frame.jpgintake · 10:42:11
Real
viral_clip_frame.jpgintake · 10:42:15
AI-generated

01

Detect

Every file is scanned by independent models for images, video and faces, in the web tool, the extension or by API.

Generative fingerprint
94
Frequency pattern
86
Lighting
72
C2PA signature
0

3 / 4 signals corroborateCalibrated likelihood

02

Explain

See which signals fired and how strongly. No single model decides; every result comes with its reasons.

Real
AI-generated
Skip

Rule: likelihood ≥ 0.85 → AI-generated<3s

03

Route

Branch your workflow on the result. Clean items pass, flags go to review with a full audit trail.

●What we catch

What spreads fastest.

Flagged at the point of submission, before it reaches a reviewer.

01

Fake news footage

Generated events and disasters.

02

Celebrity fakes

Face swaps and cloned voices of public figures.

03

Too-perfect photos

Images that look polished because they were generated.

04

Fake screenshots

Edited chats and posts.

The pipeline

A detector for each kind of media.

Image, video and voice each have their own detector. Their findings come back as one clear answer you can act on.

Image

Diffusion, GAN and face-swap images from Midjourney, DALL·E, Stable Diffusion, Flux and Firefly.

Live

Video

Face swaps across 32 frames and fully generated video from Runway, Kling, Veo and Pika.

Live

Voice

Cloned and synthesised speech in calls, notes and recordings.

Live

What you get

Each file is marked Real, AI-generated or Skip, with the likelihood, signals and audit ID behind it.

One answer

●In your feed

One click.

Scan any image with the Chrome extension.

Drop the file into Witness to check it.

See the result and heatmap first.

●How it works

Three steps. One result.

01

Find it

Spot a clip or image that feels off.

02

Check it

Upload it or scan in Chrome.

03

Share or skip

Use the result and reasons to decide.

●Integration

Three ways in.
Start with the web app.

Scan in the web app or Chrome extension today. The REST API and MCP server for your AI agents are coming soon. Same detectors, same result, same audit trail.

Web app

Available

Upload in the web app. Images, video and voice, up to 50 MB. Full results in seconds.

witness.vision/scan
Page media● Scan
viral_clip_frame.jpg · AI-generated · 0.94

Chrome extension

Available

Scan any image or video from inside the tools your team already uses. No download, no upload.

portal.example.com
Page media● Scan
viral_clip_frame.jpg · AI-generated · 0.94

API

Soon

Single scans, batch jobs and webhooks. Structured JSON with result, likelihood, signals and audit ID.

POST /v1/detect
curl -X POST https://witness.vision/api/v1/detect \
  -H "Authorization: Bearer $WITNESS_KEY" \
  -H "Content-Type: application/json" \
  -d '{"media_url": "https://…/viral_clip_frame.jpg"}'

→ 200 OK · 412ms
result: ai_generated · 0.94

●Why Witness

Built to be checked.

We say what the system does, what it returns and where its limits are.

Specialized models

Detection built per signal

Specialized models per signal, so you get more coverage and fewer false positives than one classifier.

Explainable

Reasons, not just a score

Every result shows the signals behind it and where in the file they fired.

Zero retention

Analysed, then gone

Media is never stored, shared or used for training.

C2PA

Provenance, when it exists

Reads Content Credentials from capture device to current file.

●FAQ

Common questions.

Something else? Talk to our team

Does it work on video?

Yes. Videos are checked frame by frame.

Is it free?

Yes. Sign up free and get 20 scans.

Can it be wrong?

Every scan shows a likelihood and the signals behind it, not a certainty.