Pixelscan.dev is a real-time browser fingerprinting and bot-detection service that fuses browser-level signals (Canvas, WebGL, Audio, fonts, plugins, WebRTC, system properties) with network-layer indicators (IP type, proxy/VPN evidence, WebRTC leaks) to generate explainable risk assessments. It is designed to run with low latency in request paths and to be integrated programmatically via a simple API or used interactively via a live testing dashboard.