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snapshot from our database · live mode pulls fresh telemetry off the chat gatewayDatabase snapshotLive mode →
LIVE
Kick ENGAGEMENT AUDIT
Is therealshookon3 inflated?
IRLsampled
Live engagement statistics
- Viewers
- 93
- last sample
- Followers
- —
- live · kick api
- Chatters
- 3
- active · 68 unique
- Engagement
LIVE_FEED.kick
STREAM + CHATLIVE_CHAT
STREAM_TIMELINE.kick
LIVEloading session data…
PREVIOUS_STREAMS.kick
LOADING…loading session history…
VERDICT.txt
SUSPICIOUSEngagement in the watchlist range — clear flag for review.
Session-average engagement of 6.8% (mean of 848 samples) on 93 viewers is below the 10% bot floor for kick — a meaningful deficit, but the audience is too small to definitively call it inflated. Watch the channel over more sessions before drawing conclusions.
Methodology: how we measure engagement.
LIVE_FEED.sock
POLLINGLive ticker — sampled every 30s
last update 8s ago
Viewers
93
Active
3
Engagement
3.2%
1 sample captured
What to do next
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