One click, your current page.
The extension collects up to 40 unique HTTP(S) links from the rendered page when you ask it to.
LOUFFI EDITION / HACKATHON PROTOTYPEPause before
Pause before
you trust the link.
Turn suspicious links into understandable evidence. A browser companion for spotting phishing risk, powered by URL signals and Meta AI.
OPEN SOURCE · ON-DEMAND ANALYSIS · TRANSPARENT SIGNALS
LINK INSPECTION / EXAMPLE● REVIEW ADVISED
http://facebook-login.example/verify/account
Suspicious structure
↗ Brand name on an unrelated domain
↗ Credential-themed wording
↗ Unencrypted HTTP connection
ILLUSTRATION · NOT A LIVE THREAT VERDICT
Less guessing. More context.
Signals you can understand.
Inspect hostname patterns, embedded credentials, brand terms, and other URL indicators without visiting the destination.
AI with evidence attached.
The local backend can ask Meta for risk explanations. An experimental Jev adapter is included for further development.
BROWSER-LOCAL DEMO
What does this URL tell you?
Try the structural scanner right here. This demo runs in your browser and makes no Meta or Jev API calls. It never opens the supplied URL.
A low score cannot establish that a link is safe.
Enter an HTTP(S) URL to see its structural indicators.
TAKE IT INTO YOUR BROWSER
Your next click, better informed.
Download the source, start the local Node.js backend, and load the extension in Chrome or Edge. API keys stay in your backend configuration.
DEVELOPMENT MVP · LIVE API ACCESS REQUIRES LOCAL SETUP · NOT A REPLACEMENT FOR SECURITY SOFTWARE