TG Inspector TG Inspector

Fake engagement check for @Crazy_Women1

Crazy Women — public reach metrics and manipulation-risk assessment dated 2026-06-11.

93/100
cleanliness index
Grade A+
low manipulation risk
Subscribers
9019
Median views
3882
ERR
43.0%
Posts sampled
37
Niche
Other

Evidence snapshot

The @Crazy_Women1 assessment dated 2026-06-11 uses 37 recent public posts. At that snapshot the channel had 9,019 subscribers, median post views were 3,882, ERR was 43.0%, and the cleanliness index was 93/100.

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

Advertising outlook

Advertising placement: reasonable.

There are not enough posts for a reach forecast.

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.

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This page shows the saved result dated 2026-06-11. 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 @Crazy_Women1

What does grade A+ mean for @Crazy_Women1?

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 @Crazy_Women1?

ERR is 43.0%. Median post views equal 43.0% of the channel's 9,019 subscribers. ERR describes observed reach, not proof that every remaining subscriber is fake.

How does TG Inspector calculate the cleanliness index?

The 93/100 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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