Find
Use local heuristics plus AI analysis to catch suspicious comments, including ambiguous cases that simple keyword filters miss.
Protection Workflow
Detect Scam Comments on YouTube
Scam comments do more than annoy creators. They steal attention, damage trust, and can lead viewers straight into impersonation and phishing traps. AmberDetect helps creators detect scam comments quickly while preserving the comments that are actually useful.
Why native moderation is not enough
YouTube Studio gives creators keyword filters, manual review queues, and moderation actions. Those are useful, but they are still mostly manual and do not classify scams as a creator-facing analytics problem. AmberDetect adds automated categorization and lets creators work from structured signals instead of raw noise.
Understand
See whether a thread is being damaged by scams, spam, or other disruptive categories before trust erodes further.
Act
Use YouTube Studio bulk actions to delete, hold, reject, or mark flagged comments as spam.
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