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@inefficient_manager: statistics and cleanliness index

Неэффективный менеджер / Бережливое производство

Lean, мемы и шутки про менеджмент, статьи про эффективность на заводе и в офисе Ссылки: https://denis-demakhin.taplink.ws/ Личка в tg: @inefficientmanager По рекламе: https://telega.in/channels/inefficient_manager/card/?r=d9wNHkn2 m9gpuel1job734c2

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Grade A+ metrics look normal cleanliness index
data from 2026-09-08
Subscribers
9,492
Median views
3,199
ERR
33.7%
Posts sampled
40
Niche Business & startups

Data from 2026-09-08 — 30 days old.

Assessment summary

The channel demonstrates signs of an active creator community centered around management topics: views are distributed evenly (CV 0.20), while open comments and a low ad load (2%) ensure high content engagement. With a posting pace of 2.5 posts per day, an ad post does not immediately get buried and gathers a stable reach of around 3.2 thousand views.

The only technical nuance is that about 30% of messages in the sample are deleted, which typically indicates the removal of temporary announcements or expired ad integrations.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Compared with similar channels

Compared with 35 Business & startups catalog channels whose metrics look normal. They are a similar size: 3,584 to 27,889 subscribers.

ERR (reach) higher than 31 of 35
@inefficient_manager 33.7%
similar channels median 9.1%
Reactions per 100 views higher than 31 of 32
@inefficient_manager 3.35
similar channels median 0.7

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Views by post

The latest 40 posts with views, from Aug 22 to Sep 7. The dashed line is the median (3,199).

02.2K4.5KAug 22: 3,510 viewsAug 23: 3,271 viewsAug 24: 3,177 viewsAug 24: 3,253 viewsAug 25: 3,069 viewsAug 25: 3,283 viewsAug 25: 3,384 viewsAug 26: 3,200 viewsAug 26: 3,746 viewsAug 26: 3,441 viewsAug 26: 3,847 viewsAug 26: 3,546 viewsAug 26: 3,592 viewsAug 26: 3,960 viewsAug 28: 3,493 viewsAug 28: 3,199 viewsAug 28: 3,593 viewsAug 29: 3,423 viewsAug 29: 3,643 viewsAug 29: 3,942 viewsAug 30: 4,490 viewsAug 31: 3,245 viewsSep 2: 3,466 viewsSep 2: 3,126 viewsSep 2: 3,130 viewsSep 2: 3,047 viewsSep 2: 3,109 viewsSep 2: 2,928 viewsSep 2: 2,667 viewsSep 3: 2,510 viewsSep 3: 2,665 viewsSep 4: 2,752 viewsSep 5: 2,269 viewsSep 5: 2,662 viewsSep 5: 2,255 viewsSep 6: 2,201 viewsSep 6: 2,270 viewsSep 7: 1,940 viewsSep 7: 1,774 viewsSep 7: 1,847 views Aug 22Sep 7
  • post views
  • 1 post newer than one day and still gaining views
  • median 3,199

Maximum: 4,490 views. Data as of Sep 8.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

2 checks for this channel.

050100Jul 7: index 99, grade A+Jul 7Sep 8: index 100, grade A+Sep 8

Advertising outlook

Advertising placement: reasonable.

About 1,810–1,894 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1.

Buy advertising

Telegram ads are sold 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.

Questions about @inefficient_manager

Are there any signs of audience inflation on the channel?

No, the channel's risk score is 0/100. View and reaction metrics are stable, comments are open, and the content is original with genuine reader engagement.

What reach will an ad post achieve?

The median reach is around 3.2 thousand views (ERR ≈ 33.7%). Because there is very little third-party advertising in the feed (around 2%), your integration will not get lost in ad clutter.

Is it worthwhile to buy ads on this channel?

Yes, booking an ad is considered fully justified. The channel retains an engaged professional audience, and a moderate posting frequency (2.5 per day) guarantees adequate visibility time for your post.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-08
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 @inefficient_manager assessment dated 2026-09-08 uses 40 recent public posts. At that snapshot the channel had 9,492 subscribers, median post views were 3,199, ERR was 33.7%, and the cleanliness index was 100/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/TGinspector_ru.