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Humanoid.js – One HTML file that scores how human your clicks look

Humanoid.js – One HTML file that scores how human your clicks look

by informal007·Apr 21, 2026·5 points·2 comments
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AI Analysis

●●SolidWizardryNiche Gem

Client-side bot scoring via touch pressure and trajectory jitter in one file.

Strengths
  • •Visualizes pressure variance and trajectory entropy heuristics that usually remain black boxes.
  • •Single-file deployment makes it trivial to test or embed anywhere.
Weaknesses
  • •Client-side security is bypassable by attackers, limiting serious production use cases.
  • •Lacks server-side verification or reputation network integration.
Category
Security
Target Audience

Web developers, security engineers

Similar To

FingerprintJS · Cloudflare Turnstile · reCAPTCHA

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SaaS●●Solid

Digital identity pages with traffic quality

This is a link-in-bio take with a useful twist: per-page 'human score' from request fingerprinting, first-click tracking and referrer breakdowns give you more actionable signal than raw view counts. The UI and a Figma-style canvas feel well thought-out, but the idea lives in a crowded market and the fingerprinting/heuristic rules need clearer documentation and opt-out/privacy options before the analytics can be trusted widely.

Niche GemSlickShip It
m6jo9
214mo ago