Intelligent scoring
Multi-label toxicity models score every comment before it reaches a moderator.
Live moderation
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On Ranucci deve lasciare Report o restare alla conduzione? Di’ la tua...
This is a real comment on "Ranucci deve lasciare Report o restare alla conduzione? Di’ la tua..." on Instagram: "💩💩💩💩". Flagged as Deleted. Handled by Filter. Community Shield classified it and applied your rules — no manual queue unless you configured one.
Comment preview
Instagram
Deleted
Ranucci deve lasciare Report o restare alla conduzione? Di’ la tua...
Moderated comment
AI policy
Remove 85%
Rationale
Il commento consiste esclusivamente nell'uso ripetuto dell'emoji 'feci'. Non essendoci contenuto testuale, il messaggio risulta puramente denigratorio, orientato a inquinare il dibattito pubblico non aggiungendo alcun elemento di valore alla discussione.
Decision
Il commento viene rimosso in quanto privo di contenuto critico e basato esclusivamente su un linguaggio simbolico degradante, in violazione del decoro necessario alla discussione (P2).
What happened automatically
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Comment detected
The signal was captured in real time from the social channel.
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AI scoring applied
Toxicity, insults and policy rules produced a classification score.
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Action executed
The comment was handled on Instagram according to your thresholds and workflows.
Why Community Shield
Every comment you see here is proof of automated moderation at scale — real messages, real decisions, zero copy-paste for your team.
Your rules, enforced
Review and delete thresholds run consistently — 24/7, on every channel.
Operational clarity
Each signal shows status, authority and AI rationale for full auditability.
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