Fake engagement check for @kvadrorussia
Квадротека от Дяди Лайфу — public reach metrics and manipulation-risk assessment dated 2026-08-25.
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Assessment summary
With a low posting frequency (0.6 posts per day), an ad post will remain the latest in the feed for a long time, receiving maximum attention from the active audience. The channel is virtually free of third-party ads (only 5% in the sample), and an even distribution of views (CV 0.34) around the median of 4,184 ensures predictable contact with target tech buyers.
Evidence snapshot
The @kvadrorussia assessment dated 2026-08-25 uses 40 recent public posts. At that snapshot the channel had 5,043 subscribers, median post views were 4,184, ERR was 83.0%, and the cleanliness index was 100/100.
Source: public Telegram counters captured during the saved check. The result can change after a new snapshot.
Advertising outlook
Advertising placement: reasonable.
Estimated 48-hour reach: 2,092–2,496 views.
What grade A+ means
The channel shows almost no signs of manipulated engagement. Its public reach and audience activity are consistent with the subscriber count.
This page shows the saved result dated 2026-08-25. The bot collects a new snapshot for a current report.
Monitor this channel
Monitoring reruns the assessment and sends an alert when ERR drops, subscribers change abnormally, or the cleanliness index moves.
Monitor @kvadrorussiaQuestions about @kvadrorussia
Are there any signs of artificial inflation detected in the channel?
The channel has a risk score of 0 out of 100 with a medium confidence rating; no obvious signs of audience or view inflation were detected.
What post reach can an advertiser expect?
The median number of views per post is around 4,184, with stable dynamics and no sharp abnormal fluctuations.
Is it worth buying ads on this platform?
Placement is justified: the feed is not overloaded with commercial integrations, and infrequent posting helps the ad avoid getting lost among other content.
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This automated assessment is probabilistic. It describes statistical signals in public data and does not claim intentional manipulation. Channel owners can run a new check or contact support to request removal.