MODE
Database snapshotLive mode →
snapshot from our database · live mode pulls fresh telemetry off the chat gateway
classybeef Kick channel avatar
LIVE
Kick ENGAGEMENT AUDIT

Is classybeef botted?

UNDER REVIEWSlots & Casinosampled

Live engagement statistics

Viewers

2,275

last sample

Followers

live · kick api

Unique Chatters

437

69 emoji-only

Active Chatters

219

8 emoji-only

Msg / Min

524

chat throughput

Engagement

9.6%

active / viewers

LIVE_FEED.kick
STREAM + CHAT
LIVE_CHAT
STREAM_TIMELINE.kick
LIVE · 0 samples
loading session data…
POLLING EVERY 60S
PREVIOUS_STREAMS.kick
LOADING…
loading session history…
aggregated from snapshot tableshowing 0 of 0
VERDICT.txt
UNDER REVIEW

Failing the engagement floor — historical review pending.

Active-chatter engagement of 9.6% is below 10% — not damning on its own, but a clear flag if the channel sits down here for sustained periods. Holding the verdict pending broader historical review; single-stream snapshots alone shouldn't drive a final call.

Methodology: how we measure engagement.

LIVE_FEED.sock
POLLING

Live ticker — sampled every 30s

last update 2m ago

Viewers

2,275

Active

219

Engagement

9.6%

waiting for next sample…

1 sample captured

What to do next

FOR VIEWERS

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