How Weapons Domains Are Detected
The weapons category covers firearm and ammunition retailers, weapon marketplaces, and sites offering instructions for building weapons or explosives. Classifying it well means distinguishing commercial and instructional weapons content from the large body of legitimate material that references weapons — hunting and sport-shooting media, historical and military history, news coverage, and video-game content among them.
Commerce detection identifies firearm and ammunition retail: product schemas, age-verification gates, FFL-transfer language, and cart flows specific to the trade. Instructional-content models flag step-by-step weapon or explosive construction, which many organizations block regardless of the commercial context. Both are scored separately so administrators can choose which to enforce.
Reputation and infrastructure signals place each domain in context. Retailers cluster on specialized payment and hosting providers; marketplaces and instructional forums share link neighborhoods. Continuous re-scanning catches storefronts and forums that appear, move, or change focus, keeping the category current across the 90 million domains in the database.