URLGuard

AI-Powered Protection.
Before You Click.

Analyze suspicious URLs using AI-powered threat detection, real-time intelligence, and a trained security-scoring model — before that link becomes a problem.

Scan URL
pipeline

URL parser

tokenize + normalize

Model

random forest

Enrichment

virus intel feeds

01 — inputidle
sample urls
virustotal enrichment

endpoint https://icy-overbid-crisply.ngrok-free.dev/check

system
ModelRandom Forest classifier
DatabaseFeature store synced
Virus enrichmentThreat intel feeds active
02 — verdict

Awaiting input. The verdict, risk score, confidence and rationale appear here once a scan completes.