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Fake engagement check for @marketolog_marketing

99 франков. Маркетинг — public reach metrics and manipulation-risk assessment dated 2026-08-21.

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84/100
cleanliness index
Grade A
low manipulation risk
Subscribers
82563
Median views
3048
ERR
3.7%
Posts sampled
40
Niche
Marketing

Evidence snapshot

The @marketolog_marketing assessment dated 2026-08-21 uses 40 recent public posts. At that snapshot the channel had 82,563 subscribers, median post views were 3,048, ERR was 3.7%, and the cleanliness index was 84/100.

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

Advertising outlook

Advertising placement: questionable.

A small share of subscribers sees each post, limiting likely advertising reach.

Estimated 48-hour reach: 1,067–2,134 views.

What grade A means

The channel looks clean in the available public data. The remaining uncertainty comes from the limits of public Telegram metrics.

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This page shows the saved result dated 2026-08-21. 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 @marketolog_marketing

What does grade A mean for @marketolog_marketing?

The channel looks clean in the available public data. The remaining uncertainty comes from the limits of public Telegram metrics.

What is the ERR of @marketolog_marketing?

ERR is 3.7%. Median post views equal 3.7% of the channel's 82,563 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.

How does TG Inspector calculate the cleanliness index?

The 84/100 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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