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Every check runs through three independent scoring layers simultaneously. No single data source — each layer catches what others miss.
Each layer runs in parallel and contributes a score from 0–100. The final score is a weighted average.
Analyses the raw input for known scam signals without relying on any external database. Works even for brand-new scams that haven't been reported anywhere yet.
Cross-references the URL or domain against live threat intelligence feeds. If one source has no data, the other carries full weight automatically.
770,000+ malicious domains. Free, open-source, no API key required. Returns risk score, severity, and keyword flags.
50+ real-time checks per URL — phishing detection, malware scanning, domain reputation, parking domain detection, spam scoring.
Checks Scampede's own database of verified scam reports. Uses a logarithmic scale — a single report adds modest risk, 20+ reports adds significant weight.
Community-verified phishing URLs confirmed by multiple volunteers.
50,000+ cryptocurrency phishing domains from the web3 security community.
US consumer financial fraud complaints with real-world narratives.
Submissions from Scampede users, reviewed before publishing.
Weights adjust automatically based on which layers have real data.
Final scores 0–100 map to five verdict levels.
Scampede is a detection tool, not a guarantee.
A scam site may score Safe if it's too new to appear in any database and uses no common patterns. Freshly registered phishing sites are most at risk in the first 24–72 hours.
A legitimate site may score High if it shares patterns with known scam sites or has been incorrectly reported. If a report is wrong, contact us with evidence.