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snapshot from our database · live mode pulls fresh telemetry off the chat gatewayDatabase snapshotLive mode →
LIVE
Kick ENGAGEMENT AUDIT
Is classybeef inflated?
Slots & Casinosampled
Live engagement statistics
- Viewers
- 2,015
- last sample
- Followers
- —
- live · kick api
- Chatters
- 93
- active · 474 unique
- Engagement
LIVE_FEED.kick
STREAM + CHATLIVE_CHAT
STREAM_TIMELINE.kick
LIVEloading session data…
PREVIOUS_STREAMS.kick
LOADING…loading session history…
VERDICT.txt
INFLATEDEngagement consistent with inflated viewer counts.
Session-average engagement of 5.4% (mean of 439 samples) on 2,015 concurrent viewers is far below what we'd expect from a real audience and consistent with inflated viewer counts. The deficit holds across the session's samples, not just one reading.
Methodology: how we measure engagement.
LIVE_FEED.sock
POLLINGLive ticker — sampled every 30s
last update 21s ago
Viewers
2,015
Active
93
Engagement
4.6%
1 sample captured
What to do next
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