Real-time protection, right in your browser

See through phishing
before it sees you.

PhishGuard AI inspects every site, link, QR code and download the moment you encounter it — and tells you, in plain language, exactly why something looks dangerous.

No data leaves your device unencrypted Manifest V3
PhishGuard AI — live scan
Try:
Paste a link or pick an example above
SAFE
0/100 risk
0
URL features extracted per scan
0
Model accuracy (held-out test set)
0
URLs used in training
0
Risk levels: SAFE → DANGEROUS
Coverage

One extension, every entry point.

Phishing doesn't only arrive as a suspicious link — it hides in look-alike domains, urgent login forms, QR codes on posters, and files disguised as invoices. PhishGuard AI watches all of it.

Real-time site analysis

URL structure, length, and obfuscation patterns are checked the instant a URL is scanned.

Brand impersonation detection

Catches look-alike domains and typosquats of banks, payment providers and government portals, and names the brand it's mimicking.

Page & form behavior (Coming soon)

[Planned] Will read the DOM for password fields, OTP prompts and urgent language.

QR-code inspection (Coming soon)

[Planned] Will decode any QR code rendered on a page and check its destination.

Download protection (Coming soon)

[Planned] Will flag double extensions, mismatched file types and risky archive contents.

Webmail link scanning (Coming soon)

[Planned] Will highlight dangerous links directly inside Gmail and Outlook web.

Under the hood

From page load to protection, in milliseconds.

Every URL passes through the same pipeline — a Random Forest ML model trained on 60,000 real URLs, scored 0–100 and explained before you see a warning.

01

Capture

The extension reads the URL, DOM structure and any links, QR codes or downloads on the page.

02

Analyze

A RandomForest ML model scores dozens of lexical features extracted directly from the URL.

03

Explain

Feature importances turn the model's output into the plain-language reasons you actually see.

04

Act

Depending on the score, PhishGuard AI allows, warns, or blocks the page — you can always continue anyway.

Explainable AI

Never just "trust us."

Every verdict comes with the specific signals that drove it — ranked by how much each one contributed to the score.

01

Feature attribution

Model feature importances show exactly which signal moved the score.

02

Plain-language reasons

No jargon — "this domain was registered 3 days ago," not a raw feature name.

03

You decide the last step

High-risk pages are blocked by default, with an explicit "continue anyway" if you disagree.

paypa1-secure-login.com/verify
Domain age (3 days)
+34
Character substitution
+29
Password + OTP fields
+21
No HTTPS
+10
Get started

Install PhishGuard AI in 10 seconds.

Free, lightweight, and runs quietly in the background. You'll only hear from it when something's actually wrong.

Works with any Chromium browser · Manifest V3