πππππππππππ π πππππ
ππ π πππππ πππππππ πππππππ πππππππ ππππ πππ πππππππππππ ππππ ππ ππ π t.me/OFFICIAL_LAURENT πππππππ ππππππππ ππππ https://t.me/+FD2b159WkU8yMzM1
Cohort-normalised against 92 finance channels.
ππ π πππππ πππππππ πππππππ πππππππ ππππ πππ πππππππππππ ππππ ππ ππ π t.me/OFFICIAL_LAURENT πππππππ ππππππππ ππππ https://t.me/+FD2b159WkU8yMzM1
What goes into the 47.9
log(subscribers), 95th-cap
avg views/post Β· reaction velocity
24h + 7d net change vs cohort
Verified Β· safety flags clear
category match strict
output: cohort-normalised 0β100 Β· weighted sum / max possible Γ 100
Channel activity.
Activity data not yet enriched. MTProto sync runs every ~20 min.
Similar channels.
Why these? β same category, neighbouring score band, 7d delta within Β±5pp.