Threatlens Ai Web Securit

ThreatLens uses ML + AI to analyze websites in real time — detecting phishing pages, scam stores, and fraudulent sites before you interact with them.

Most security extensions rely on static blocklists. ThreatLens goes further: it scores every site using a trained ML model, 14 behavioral rules, and live page signals collected from the DOM itself.

🔍 What ThreatLens Detects
✔️ Phishing pages — fake logins, verification traps, urgent-action scams
✔️ Fake online stores — missing policies, no contact info, suspicious checkout flows
✔️ Suspicious page behavior — hidden inputs, external scripts, meta redirects
✔️ Brand impersonation — domains mimicking trusted sites
✔️ Newly registered domains — flagged automatically via WHOIS

🛒 Seller Insights (Unique to ThreatLens)
Shopping on an unfamiliar site? ThreatLens deep-scans the seller and shows:
--> Whether a privacy, return, or refund policy exists
--> AI-generated summaries of those policies (powered by Google Gemini)
--> Phone numbers, emails, and WhatsApp contact availability
--> Domain age and registrar information
--> Ecommerce trust badge detection

⚡ Real-Time & Automatic
--> Scans automatically on every page load
--> Results cached for 5 minutes — no redundant API calls
--> Works in the background silently
--> Dark and light mode supported

🔐 Privacy First
--> Only the URL and anonymized DOM signals are sent for analysis
--> No browsing history stored
--> No unnecessary permissions

🎯 Built For
Online shoppers, students, professionals, and anyone who wants to verify a site before entering personal or payment information.