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Fake engagement check for @buhast

Бухгалтерский юмор 🤪 — public reach metrics and manipulation-risk assessment dated 2026-09-09.

Здесь только бух. юмор (иногда мат и 18+) Ничего серьезного! 🚫 👉🏻 Наш чат, где бухи делятся своим юмором и историями: @buhast_chat Если что, пишите сюда: @ad_partners № 4939146900

Grade A+ low manipulation risk cleanliness index
checked 2026-09-09
Subscribers
31,155
Median views
4,032
ERR
12.9%
Posts sampled
40
Niche Humor & Memes

Assessment summary

Low risk of artificial engagement is combined with a moderate posting pace (about 2 posts per day) and low feed clutter — advertising makes up only 5% of the content, so the publication will not get lost in the feed. With a median reach of around 4,000 views, the advertiser gains access to a focused professional audience of accountants, although a narrow circle of commenters (19 authors across 78 messages) indicates that public discussions are sustained by a small regular core, while most readers consume humor passively.

Compared with similar channels

Compared with 6 checked Humor & Memes channels with no visible signs of manipulation. They are a similar size: 12,162 to 81,465 subscribers.

ERR (reach) lower than 4 of 6
12.9% for @buhast similar channels median: 22.9%
Reactions per 100 views lower than 4 of 6
2.05 for @buhast similar channels median: 2.21

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
2026-09-09
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 @buhast assessment dated 2026-09-09 uses 40 recent public posts. At that snapshot the channel had 31,155 subscribers, median post views were 4,032, ERR was 12.9%, and the cleanliness index was 96/100.
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 2,017–2,152 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 2.

What grade A+ means

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

What to pay attention to

Comments are posted by a narrow circle of accounts (19 out of 78)

The share of unique comment authors is low — the discussion is driven by a small group of accounts. This could be an active core audience, but it is worth checking whether it is artificial engagement.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Aug 21 to Sep 9. The dashed line is the median (4,032).

05.2K10KAug 21: 4,728 viewsAug 21: 4,860 viewsAug 22: 4,889 viewsAug 23: 10,385 viewsAug 24: 4,511 viewsAug 24: 5,342 viewsAug 25: 4,321 viewsAug 25: 4,599 viewsAug 26: 4,039 viewsAug 26: 4,012 viewsAug 26: 4,276 viewsAug 27: 4,105 viewsAug 27: 4,026 viewsAug 27: 4,393 viewsAug 28: 3,949 viewsAug 28: 4,073 viewsAug 28: 4,244 viewsAug 29: 4,785 viewsAug 30: 8,870 viewsAug 31: 4,642 viewsAug 31: 4,311 viewsAug 31: 4,063 viewsSep 1: 3,780 viewsSep 1: 3,644 viewsSep 2: 3,587 viewsSep 2: 6,304 viewsSep 3: 3,501 viewsSep 3: 3,521 viewsSep 3: 3,668 viewsSep 4: 3,539 viewsSep 4: 3,284 viewsSep 5: 3,030 viewsSep 6: 2,827 viewsSep 7: 2,714 viewsSep 7: 2,651 viewsSep 7: 2,610 viewsSep 8: 2,369 viewsSep 8: 2,079 viewsSep 9: 1,620 viewsSep 9: 789 views Aug 21Sep 9

Maximum: 10,385 views. Data as of Sep 9.

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.

@buhast forwards posts from

@buhast's posts are forwarded by

Only among channels we have checked.

"Mutual" means the channels forward each other. That's ordinary audience exchange, not a sign of manipulation.

Map of all links between checked channels

Check today: @buhast

Data from 2026-09-09 — 11 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 @buhast and message you if reach drops, subscribers jump, or the cleanliness index changes.

Monitor @buhast

Questions about @buhast

What is the risk of artificial engagement for the “Accounting Humor” channel?

The risk is assessed as minimal (score 4 out of 100). The view and reaction distribution metrics match those of a natural, active audience.

What real reach will an ad post achieve?

The median reach of a single post is about 4,032 views with an ERR of around 12.9%. Posts are published infrequently (about 2 per day), so the post maintains visibility for a long time.

Is placing ads in this channel justified?

Yes, placing ads is considered justified. The channel is filled with organic themed content, the share of third-party advertising is minimal (5%), and open comments allow you to see the subscribers' reactions.

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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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