Fake engagement check for @defin_ai
Нейросети | Наталия Иванова — public reach metrics and manipulation-risk assessment dated 2026-08-21.
Многодетная мама | Резидент Сколково Создала международную школу deFIN ✔️Помогла освоить нейросети с нуля более 7000 человек Номер заявления РКН: 7461475290
Evidence snapshot
The @defin_ai assessment dated 2026-08-21 uses 40 recent public posts. At that snapshot the channel had 78,986 subscribers, median post views were 4,076, ERR was 5.2%, and the cleanliness index was 99/100.
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: 2,113–3,004 views.
Reach of advertising posts
Advertising posts have a median of 4,534 views versus 4,233 for organic posts.
Based on 4 advertising and 27 organic posts older than two days.
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 2026-08-21. 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 @defin_aiQuestions about @defin_ai
What does grade A+ mean for @defin_ai?
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 @defin_ai?
ERR is 5.2%. Median post views equal 5.2% of the channel's 78,986 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.
How does TG Inspector calculate the cleanliness index?
The 99/100 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.