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snapshot from our database · live mode pulls fresh telemetry off the chat gatewayDatabase snapshotLive mode →
LIVE
Kick ENGAGEMENT AUDIT
Is spreen inflated?
Just Chattingsampled
Live engagement statistics
- Viewers
- 72,590
- last sample
- Followers
- —
- live · kick api
- Chatters
- 3,627
- active · 15,715 unique
- Engagement
LIVE_FEED.kick
STREAM + CHATLIVE_CHAT
STREAM_TIMELINE.kick
LIVEloading session data…
EVIDENCE_LOCKER/spreen
VERDICT.txt
INFLATEDEngagement consistent with inflated viewer counts.
Session-average engagement of 6.2% (mean of 282 samples) on 72,590 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.
What to do next
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