Nicheloom visits: 58,111 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

AI-powered Lie Detector

Lie Detector 3000 analyzes uploaded videos

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

for facial micro-expressions, eye movement, blink rate, and voice stress to generate a deception probability score. All processing runs locally in the browser, no video is ever uploaded to a server. Six biometric signals are combined into a TRUTH / UNCERTAIN / LIE verdict with a confidence rating, grounded in established behavioral science (Ekman's FACS, Eye Aspect Ratio blink detection). Built for investigators, lawyers, HR professionals, personal use

PH · launched Sep 22, 2026 · 1 upvote (top 69%) · 0 views

Niche: video analytics and processing tools · 94 launches, 13 in the last 7 days ▲ +63% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • B2C
  • AI-native
  • Commercial product
  • Legal
  • Artificial Intelligence
  • Tech

Visit website ↗ Source listing ↗

Could you build this?

No Accurate, real-time biometric deception detection via in-browser video requires cutting-edge computer vision models (micro-expression detection, rPPG pulse extraction from skin color shifts, gaze estimation) combined with complex signal processing.

What it would actually take: Building a functional version requires WebAssembly or WebGPU implementations of specialized lightweight neural nets for facial action unit coding (FACS), eye-tracking, and remote photoplethysmography (rPPG). Beyond client-side optimization, validating deception probability requires deep psychophysiological research and calibrated ground-truth datasets, as the underlying science itself is heavily contested.

Competitors

Other products that read as similar to this one : 140 launches clear the similarity bar, closest 8 shown.

Attention rank: #102 of 141 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 247 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.