WebShield.AI

WebShield.AI is an AI security tool that detects phishing and fraudulent websites in real time from inside the Chrome browser, aimed at everyday people who shop, bank, and log into accounts online. Installed as a browser extension for Chrome and Edge, it runs a four-layer detection pipeline: URL analysis, a global threat-reputation lookup against sources like Google Safe Browsing and PhishTank, live content analysis of the page, and a machine-learning classifier that scores each site. Results surface as a color-coded toolbar badge (safe, suspicious, or phishing) and, on flagged pages, an in-page warning banner, so you get a verdict without clicking anything. Each site receives a 0-100 risk score, and results are cached for about 30 minutes to keep repeated visits fast. On privacy, the developer states the extension sends only the page URL for analysis and does not collect cookies, browsing history, or personal data, and does not sell data to third parties. As phishing detection software it is best suited to individuals, remote workers, and parents who want a lightweight second opinion while browsing rather than a full endpoint-security suite. It is an early-stage listing on the Chrome Web Store (version 2.1) with a small install base at the time of review, so it complements — not replaces — existing antivirus and email-security tools.

Real-time phishing and scam-website detection in the browser for everyday shoppers, remote workers, and parents