Face-swap boundary artifacts
Blending seams at the jawline and hairline, softened eye and teeth detail, and a face whose noise floor does not match the surrounding frame.
VeriLens
Authenticity Engine
Upload a video and VeriLens samples frames across its timeline, hunts for deepfake, face-swap, and AI-generation artifacts, and returns a verdict with a confidence score and the exact evidence behind it. Free to start, no install, and the original file stays on your device.
Every scan reports individual forensic signals rather than a single opaque score, so you can weigh the evidence yourself.
Blending seams at the jawline and hairline, softened eye and teeth detail, and a face whose noise floor does not match the surrounding frame.
Key light direction on a subject that disagrees with the scene, missing contact shadows, and specular highlights that stay fixed while the head turns.
Over-smooth skin, repeating fabric and hair patterns, melted background text, and warped hands or jewellery typical of diffusion-generated video.
Details that drift between sampled frames — changing earrings, flickering teeth, shifting collar geometry — a strong tell for synthesized motion.
Drop an MP4, MOV, or WebM file up to 60 MB. Nothing is installed and no account is required to run your first scans.
Your browser extracts and downscales evenly spaced frames across the timeline, so the original video never leaves your device.
Each frame is examined for deepfake, face-swap, inpainting, and full-generation artifacts, with every finding weighted by strength.
You get Authentic, Manipulated, or AI-Generated with a confidence score, a plain-language summary, and the signal list behind it.
Triage viral clips before publication and keep a reviewable record of which signals raised the alarm.
Screen user-submitted video for synthetic media and non-consensual face swaps as a first-pass filter in a moderation queue.
Check recorded interviews, KYC selfie videos, and testimonial clips for real-time face re-enactment.
Test a celebrity endorsement, investment pitch, or family-emergency video message before you act on it.
No detector is infallible. Aggressive compression from social platforms, re-encoding, beauty filters, heavy grain, and screen recordings all destroy the fine detail that forensic analysis depends on, which pushes results toward "inconclusive". Very short clips give fewer frames to compare, and a genuine video shot in unusual lighting can legitimately look odd. VeriLens is built for triage: it shows its reasoning so a human can make the final call, and it is not a substitute for a formal forensic examination.
VeriLens samples still frames across the timeline and runs forensic vision analysis on each one. It looks for generation and editing artifacts — inconsistent lighting and shadows, warped edges around faces and hands, unnatural texture or noise patterns, blending seams, and frame-to-frame inconsistency — then combines the per-frame signals into a single verdict with a confidence score.
Yes. Face-swapped and re-enacted video usually leaves detectable traces: a mismatch between the face's noise floor and the rest of the frame, blurred or shifting boundaries at the jaw and hairline, teeth and eye detail that degrades under motion, and lighting on the face that does not match the scene. VeriLens reports each of these as a separate signal so you can judge the evidence yourself.
MP4, MOV, and WebM files up to 60 MB. Frames are sampled and downscaled in your browser before analysis, so large clips still work — free scans sample 5 frames, Silver samples 8, and Gold samples 12 for deeper temporal coverage.
No. VeriLens gives a probabilistic assessment with the reasoning made explicit, which is ideal for triage, journalism checks, and moderation queues. Heavy compression, re-encoding, filters, and screen recordings can all obscure evidence, so treat a result as strong evidence rather than legal proof.
Only the sampled, downscaled frames are sent for analysis — the original file never leaves your device. Your scan history is kept locally in your own browser, not on a server.
Three scans per day on the free Regular plan. Silver raises this to 30 scans a day with 8-frame sampling, and Gold is unlimited with 12-frame deep analysis and priority processing.
Three free scans a day, no signup. Need more? Silver adds 30 daily scans with 8-frame sampling and Gold gives unlimited 12-frame deep analysis.
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