THE OPERATING MODEL
Moderation that explains itself.
Suspicious content becomes a private evidence case with the signal category, confidence, retained hashes, and a recommended action. Moderators decide what happens next.
COMMUNITY DEFENSEGuildSentry
OBSERVE FIRST. ACT WITH EVIDENCE.
Catch the campaigns ordinary AutoMod misses.
GuildSentry connects new-member context, repeated text, image fingerprints, suspicious links, and moderator-confirmed signatures into one explainable review trail.
Observe-only by default. No automatic bans without explicit policy and confirmed evidence.
Observe
Measure real server behavior without deleting messages or restricting members.
Review
Compare explainable signals, preserved private evidence, and campaign history.
Contain
Move to quarantine only after your team approves thresholds and exemptions.
CONNECTED SIGNALS
Built for coordinated abuse, not keyword whack-a-mole.
Repeated campaign textExact image matchesPerceptual image similarityAccount and join contextSuspicious domainsModerator-confirmed signatures