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Fake engagement check for @shoolbu

Кладбище школьных автобусов — public reach metrics and manipulation-risk assessment dated 2026-09-02.

Grade A+ low manipulation risk cleanliness index
checked 2026-09-02
Subscribers
257
Median views
103
ERR
40.1%
Posts sampled
40
Niche Recreation & Entertainment

Assessment summary

The channel is a small, active fan community dedicated to a webtoon, where high audience engagement is confirmed by an 11% reaction rate relative to views and enabled comments. The main practical limitation for an advertiser is the microscopic absolute audience size, with a median of 103 views; therefore, integrations here only make sense for highly specialized fan merchandise or related creative projects.

Compared with similar channels

Compared with 44 checked Recreation & Entertainment channels with no visible signs of manipulation. There are too few channels of a similar size, so the whole niche is used: 28 to 938,808 subscribers.

ERR (reach) higher than 36 of 44
40.1% for @shoolbu similar channels median: 17%
Reactions per 100 views higher than 40 of 42
11.41 for @shoolbu similar channels median: 1.69

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 40 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 @shoolbu assessment dated 2026-09-02 uses 40 recent public posts. At that snapshot the channel had 257 subscribers, median post views were 103, ERR was 40.1%, 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.

Not enough posts for a forecast.

Reach of advertising posts

No advertising posts among the latest 40.

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 40 posts with views, from Aug 20 to Sep 2. The dashed line is the median (103).

067135Aug 20: 97 viewsAug 20: 101 viewsAug 20: 102 viewsAug 20: 100 viewsAug 20: 97 viewsAug 20: 103 viewsAug 20: 103 viewsAug 20: 107 viewsAug 20: 118 viewsAug 20: 102 viewsAug 20: 103 viewsAug 20: 96 viewsAug 20: 98 viewsAug 20: 94 viewsAug 21: 114 viewsAug 21: 105 viewsAug 21: 117 viewsAug 21: 127 viewsAug 21: 103 viewsAug 21: 110 viewsAug 21: 110 viewsAug 22: 106 viewsAug 23: 129 viewsAug 23: 135 viewsAug 24: 135 viewsAug 27: 108 viewsAug 27: 104 viewsAug 27: 107 viewsAug 27: 106 viewsAug 27: 103 viewsAug 27: 117 viewsAug 27: 117 viewsSep 1: 59 viewsSep 1: 57 viewsSep 1: 52 viewsSep 2: 42 viewsSep 2: 36 viewsSep 2: 36 viewsSep 2: 35 viewsSep 2: 21 views Aug 20Sep 2

Maximum: 135 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: @shoolbu

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 @shoolbu and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @shoolbu

Are there any signs of botting or metric manipulation on the channel?

The deterministic risk score is 0 out of 100: view variance metrics (CV 0.30), enabled comments, and organic reactions indicate a natural audience without manipulation.

What real reach can be expected from a publication?

The median reach is 103 views per post with a subscriber base of 257 users, reflecting high engagement within the current core audience.

Is it worthwhile to buy ads on this platform?

Placement is considered justified due to clean metrics and a complete absence of ads in the feed; however, the overall outcome is limited by the modest size of the community.

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