Scam and bot-follower check

Assess channel trust by reach (ER), subscriber growth, and signs of fake engagement.

What we check

Abnormal subscriber spikessudden growth with no traffic source
Reach-to-subscriber ratio (ER)ER too low or unnaturally high
Fake reactions and viewsbot-like activity patterns
Renaming history and topic changeschannel resale or hijacking