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Fake engagement check for @Msportofficial

Msport Official — public reach metrics and manipulation-risk assessment dated 2026-09-02.

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Grade A+ low manipulation risk cleanliness index
checked 2026-09-02
Subscribers
8,889
Median views
1,195
ERR
13.4%
Posts sampled
39
Niche Bets & Gambling

Assessment summary

The channel demonstrates stable activity without signs of artificial inflation: view dispersion with a coefficient of variation of 0.22 is typical for an established audience, and the low posting frequency (1.5 posts per day) allows an ad message to stay in view for a long time without the risk of quickly drowning in the feed. With comments disabled, an advertiser gets a predictable reach of around 1.2k views; however, due to the narrow betting niche and repetitive slip format, the audience is highly specific, requiring a strictly relevant offer.

Compared with similar channels

Compared with 10 checked Bets & Gambling channels with no visible signs of manipulation. They are a similar size: 3,424 to 17,931 subscribers.

ERR (reach) at the median
13.4% for @Msportofficial similar channels median: 16.4%
Reactions per 100 views higher than 7 of 9
1.17 for @Msportofficial similar channels median: 0.62

This is not a niche norm: only channels checked by the service are included. An unusually high ERR can also be a sign of inflated views.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-02
Sample
The latest 39 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @Msportofficial assessment dated 2026-09-02 uses 39 recent public posts. At that snapshot the channel had 8,889 subscribers, median post views were 1,195, ERR was 13.4%, and the cleanliness index was 100/100.
Limitations
This is a probabilistic assessment based on public data, not proof of intentional manipulation or a real-time channel measurement.

Full methodology and interpretation rules

Advertising outlook

Advertising placement: reasonable.

About 598–608 people will see your post in the first 48 hours.

Reach of advertising posts

No advertising posts among the latest 39.

What grade A+ means

Almost no signs of manipulation: reactions look real and reach matches the subscriber count. The safest place for ads.

Dynamics and anomalies

Views by post

The latest 39 posts with views, from Aug 8 to Sep 2. The dashed line is the median (1,195).

08121.6KAug 8: 1,452 viewsAug 8: 1,625 viewsAug 11: 1,564 viewsAug 11: 1,386 viewsAug 12: 1,555 viewsAug 12: 1,477 viewsAug 14: 1,461 viewsAug 15: 1,508 viewsAug 16: 1,416 viewsAug 18: 1,383 viewsAug 18: 1,278 viewsAug 19: 1,399 viewsAug 20: 1,195 viewsAug 21: 1,311 viewsAug 21: 1,142 viewsAug 22: 1,106 viewsAug 22: 1,282 viewsAug 22: 1,119 viewsAug 23: 1,298 viewsAug 23: 1,092 viewsAug 24: 1,293 viewsAug 24: 1,162 viewsAug 25: 1,296 viewsAug 26: 1,112 viewsAug 26: 1,077 viewsAug 26: 1,227 viewsAug 26: 1,052 viewsAug 27: 1,258 viewsAug 27: 988 viewsAug 28: 1,147 viewsAug 28: 1,007 viewsAug 29: 1,053 viewsAug 29: 1,001 viewsAug 29: 958 viewsAug 30: 896 viewsAug 30: 859 viewsAug 31: 812 viewsAug 31: 694 viewsSep 2: 349 views Aug 8Sep 2

Maximum: 1,625 views. Data as of Sep 2.

No deviations found in views. Manipulation doesn't always show up in views, so look at the whole index.

Cleanliness-index history

The channel has been checked once — the chart will appear after the next check.

Check today: @Msportofficial

Data from 2026-09-02 — 18 days old. Check the channel today before buying ads.

Buy advertising

No signs of manipulation. You can buy ads on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Monitor this channel

The bot will recheck @Msportofficial and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @Msportofficial

Are there signs of manipulation on the Msport Official channel?

The deterministic check showed a zero risk score (0/100). View dispersion is stable, and engagement metrics correspond to an organic audience.

What real reach can be expected from a publication?

The median reach is around 1,195 views per post (ERR around 13.44%). At the same time, comments on the channel are disabled, so audience interaction is limited to reactions and direct link clicks.

Is running ads on this channel justified?

Placement is considered justified due to the lack of manipulation and the low posting frequency, which keeps the ad visible. However, the audience is focused exclusively on sports betting, so any third-party product must align with the interests of bettors.

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This automated assessment is probabilistic: statistical signals, not an accusation. Disagree? Run a fresh check in the bot. Want the page removed? Contact support and we'll take it down within a day.

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