How it works

🤖 Gemini AI Analysis

We use Google's Gemini models to analyze page content, looking for scam patterns, phishing attempts, and low-quality content.

🔍 Domain Intelligence

We check Whois/RDAP data to spot recently registered domains or suspicious registrars often used by spammers.

🛡️ Safe Browsing

Input is sanitized and analyzed safely without executing malicious scripts or exposing you to harm.

Other Approaches to Scam Detection

Blacklists (DNSBL/SURBL): Checking URLs against known databases of malicious sites. Fast but reactive.
Heuristics: Analyzing URL structure (e.g., excessive hyphens, misleading subdomains).
Content Fingerprinting: Hashing content to find duplicates of known spam templates.
Reputation Systems: Tracking IP and domain reputation over time (e.g., SenderScore).