From a single suspicious URL at the tip — through every parser, scraper, ad-monitor, and the AI engine — down to a wide base of vendors, registrars, evidence stores, and the public ledger that records its death.
Multi-signal verification · false-positive guard · attribution model
DNS resolved → NXDOMAIN. Hosting suspended by registrar. Wallet flagged across all consumer browsers.
Committed to phishdestroy/db. Operator + kit linked to attribution cluster. Pinned in shame leaderboard.