Fake engagement check for @totsamyiteacher

ТОТ САМЫЙ ПРЕПОД. ГРОО ВИКТОР ЮРЬЕВИЧ — public reach metrics and manipulation-risk assessment dated 2026-09-14.

ВИКТОР ГРОО ▫️Дважды «Педагог года» | 4 школы, не один ВУЗ, IThub колледж и море историй. ▫️Преподаю, делюсь опытом и щедро приправляю все это юмором. Сотрудничество: totsamyiteacher@ya.ru INST: grooviktor_teacher TIKTOK: grooviktor

50 /100

Grade D some signals require caution cleanliness index
checked 2026-09-14

Subscribers: 1,067
Median views: 565
ERR: 53.0%
Posts sampled: 40

Niche Education

Post language Russian

Channel age 6 months

Assessment summary

Reach exceeding 50% of the subscriber base, combined with a suspiciously flat view distribution (CV 0.25) and a spike of up to 214 paid reactions on a single post, is uncharacteristic of a natural microblog. These signals indicate potential targeted metric boosting, making ad placement questionable: the actual audience engagement and return may turn out lower than the on-screen numbers suggest.

Compared with similar channels

Compared with 15 checked Education channels with no visible signs of manipulation. There are too few channels of a similar size, so the whole niche is used: 69 to 465,428 subscribers.

ERR (reach) higher than 12 of 15

53% for @totsamyiteacher similar channels median: 17.5%

Reactions per 100 views higher than 11 of 13

4.81 for @totsamyiteacher similar channels median: 0.81

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: 2026-09-14
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 @totsamyiteacher assessment dated 2026-09-14 uses 40 recent public posts. At that snapshot the channel had 1,067 subscribers, median post views were 565, ERR was 53.0%, and the cleanliness index was 50/100.
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: questionable.

Some of the views may be fake.

About 283–449 people will see your post in the first 48 hours.

Reach of advertising posts

No advertising posts among the latest 40.

What grade D means

Clear signs of manipulation: several strong signals at once. Ads here are risky.

What to pay attention to

Spike in paid (Stars) reactions on posts (up to 214 stars)

On certain posts, the number of paid (Stars) reactions is sharply higher than on others—up to 214 stars (≈33% of post views), even though free reactions are also enabled on the channel. This looks like targeted star boosting. Caveat: Telegram counts stars, not unique users—such a spike could also come from a single generous subscriber.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Jul 18 to Sep 14. The dashed line is the median (565).

post views
3 posts newer than one day and still gaining views
median 565

Maximum: 935 views. Data as of Sep 14.

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.

Forwarding links

@totsamyiteacher forwards posts from

@vizioner_rf 2 forwards check in the botcheck
@kristinka_voron 1 forward check in the botcheck

Check today: @totsamyiteacher

Data from 2026-09-14 — 6 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.

Monitor this channel

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

Monitor @totsamyiteacher

Questions about @totsamyiteacher

Is it worth buying ads on this channel?

Placement is considered questionable. The channel received a medium risk score (50 out of 100) due to signs of artificial inflation of views and reactions.

What kind of reach do the posts get?

Median reach is 565 views per post with an audience of 1067 subscribers. Views are distributed very evenly across publications, which is rare for a personal blog.

What kind of content is published on the channel?

This is a personal blog of an instructor featuring stories from educational institutions, management case studies, and everyday notes. There are no direct ads for third-party projects in the feed.

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