Fake engagement check for @viviannru
Viviannru - Нейросети, Личный Блог — public reach metrics and manipulation-risk assessment dated 2026-08-14.
телега.ин: https://telega.in/c/viviannru Нейросети, промпты, блог. - Делюсь своим опытом и результатами в нейросетях - Немного из личной жизни - Pr + лс + заказы: @viviannpr Поддержать автора: https://boosty.to/viviannru
Evidence snapshot
The @viviannru assessment dated 2026-08-14 uses 40 recent public posts. At that snapshot the channel had 36,964 subscribers, median post views were 2,922, ERR was 7.9%, 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: 1,179–1,654 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 2026-08-14. 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 @viviannruQuestions about @viviannru
What does grade A+ mean for @viviannru?
The channel shows almost no signs of manipulated engagement. Its public reach and audience activity are consistent with the subscriber count.
What is the ERR of @viviannru?
ERR is 7.9%. Median post views equal 7.9% of the channel's 36,964 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.
How does TG Inspector calculate the cleanliness index?
The 100/100 index combines several public-data signals, including reach relative to audience size, audience behavior, and channel metadata. It is a probabilistic assessment, not proof of intentional manipulation.
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Other checked channels
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.