How to Review a Suspicious Video Using AI — Step by Step
Upload a suspicious video. 3 vision AI models check for deepfake signals, manipulation artifacts, and generation signatures. Get a structured verdict.
Who this is for
General audience — Anyone who encounters a video that looks potentially fake or manipulated
The problem
You see a video that doesn't look right — maybe the lighting is off, the audio doesn't match, or the person's movements seem unnatural. You have no way to check it systematically without specialized forensic tools.
How ConvergePanel helps
ConvergePanel's Video Verification mode lets you upload the clip and get a structured review from three vision-capable AI models. Each flags specific signals — synthetic artifacts, manipulation indicators, generation signatures — so you see evidence, not just a guess.
How it works
- 1Upload the suspicious video (up to 60 seconds)
- 2ConvergePanel extracts frames and sends them to GPT-4o, Claude, and Gemini
- 3Each model independently reports what it found: manipulation signals, authenticity signals, compression notes
- 4You get a consensus verdict and can drill into each model's evidence
Use cases
- Checking whether a video shared in a group chat is AI-generated
- Reviewing footage before reporting it to a platform or news outlet
- Understanding what AI manipulation signals look like in practice
ConvergePanel provides AI-assisted verification for informational purposes only. Not forensic analysis. Not legal evidence.
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