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Fake engagement check for @tooseriousnotes

Серьезный подход — public reach metrics and manipulation-risk assessment dated 2026-07-20.

Серьезный подход к несерьезным проблемам от выпускниц журфака и экс работников Condé Nast @emialoyan и @katelaskova По коммерческим запросам — @emialoyan Канал зарегистрирован в РКН: https://clck.ru/3PEfBr #JR5AT

97/100
cleanliness index
Grade A+
low manipulation risk
Subscribers
34593
Median views
3143
ERR
9.1%
Posts sampled
40
Niche
Lifestyle

Evidence snapshot

The @tooseriousnotes assessment dated 2026-07-20 uses 40 recent public posts. At that snapshot the channel had 34,593 subscribers, median post views were 3,143, ERR was 9.1%, and the cleanliness index was 97/100.

Source: public Telegram counters captured during the saved check. The result can change after a new snapshot.

Advertising outlook

Advertising placement: questionable.

Posts are published very frequently, so an advertisement may move down the feed quickly.

Estimated 48-hour reach: 1,646–2,469 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.

Run a fresh check for @tooseriousnotes

This page shows the saved result dated 2026-07-20. The bot collects a new snapshot for a current report.

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Monitoring reruns the assessment and sends an alert when ERR drops, subscribers change abnormally, or the cleanliness index moves.

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Questions about @tooseriousnotes

What does grade A+ mean for @tooseriousnotes?

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 @tooseriousnotes?

ERR is 9.1%. Median post views equal 9.1% of the channel's 34,593 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.

How does TG Inspector calculate the cleanliness index?

The 97/100 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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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.

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