How it works

The platform that validates the web in real time.

Mal AI evaluates URLs at the speed of browsing—protecting users before pages load.

Content scanning

Parse DOM, text, and media to detect drive‑by downloads, scam patterns, and obfuscated payloads.

Content scanning illustration
Credential shield illustration

Credentials harvesting prevention

Detect login look‑alikes, fake SSO prompts, and session‑stealers before credentials are entered.

Next‑gen malware detection in websites

Behavior + heuristics + ML to uncover embedded malware, malicious scripts, and exploit kits.

Malware radar illustration
Zero-day guardian illustration

Zero‑day phishing/malicious websites detection at 99.91% rate

Generalize beyond known IOCs to spot brand‑new threats with a 99.91% zero‑day detection rate.

99.91%
Zero‑day detection

Easy connect to your SWG

Plug into your Secure Web Gateway or proxy via a simple REST API. Supports inline and out‑of‑band modes.

curl -X POST https://api.mal.ai/v1/scan \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{"url": "https://example.com"}'
SWG integration illustration
Latency meter illustration

Sub‑30ms response time

Edge‑accelerated inference returns scores in <30ms for the vast majority of lookups.

<30ms
Response time

Ready to validate the web?

Connect with our team to see how Mal AI can protect your users from web-based threats.

Talk to Us