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@pro_business_day: statistics and cleanliness index

Про бизнес

Главный канал для предпринимателей в СНГ Сотрудничество, реклама: @iratrends ✔️Актуальные финансовые и инвестиционные новости ✔️Полезные статьи ✔️Новые бизнесы и стартапы Поделиться: https://t.me/+WyS6d4H-9NUzZjky

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Telegram

Grade A metrics look normal cleanliness index
data from 2026-09-08
Subscribers
18,762
Median views
554
ERR
3%
Posts sampled
40
Niche Business & startups

Data from 2026-09-08 — 30 days old.

Assessment summary

With a base of over 18 thousand subscribers, posts are viewed on average by only about 550 people, and the recorded audience churn indicates a gradual burnout of the old base.

The absence of open comments and the weak response confirm the passivity of the readers: despite the absence of signs of fake engagement, placement is questionable precisely because the advertisement will be seen by only a small fraction of the channel's audience.

What to pay attention to

Low reach: ERR ≈ 3.0%

View engagement is below the norm for a channel of this size. This may be explained by the niche and a passive audience, but it is worth checking.

What grade A means

Metrics look normal: no signals lowering the index were found, or they are weak.

Compared with similar channels

Compared with 35 Business & startups catalog channels whose metrics look normal. They are a similar size: 6,423 to 42,472 subscribers.

ERR (reach) lower than 35 of 35
@pro_business_day 3%
similar channels median 9.2%
Reactions per 100 views lower than 24 of 33
@pro_business_day 0.37
similar channels median 0.77

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 19 to Sep 7. The dashed line is the median (554).

0478957Aug 19: 554 viewsAug 19: 578 viewsAug 19: 574 viewsAug 20: 569 viewsAug 20: 551 viewsAug 20: 541 viewsAug 20: 557 viewsAug 20: 539 viewsAug 20: 506 viewsAug 20: 498 viewsAug 21: 530 viewsAug 21: 550 viewsAug 21: 517 viewsAug 21: 545 viewsAug 22: 501 viewsAug 22: 675 viewsAug 22: 456 viewsAug 22: 668 viewsAug 22: 554 viewsAug 22: 528 viewsAug 23: 661 viewsAug 23: 606 viewsAug 23: 561 viewsAug 24: 590 viewsAug 24: 673 viewsAug 24: 810 viewsAug 24: 857 viewsAug 25: 902 viewsAug 25: 957 viewsAug 30: 707 viewsAug 31: 738 viewsAug 31: 726 viewsSep 1: 730 viewsSep 7: 274 viewsSep 7: 206 viewsSep 7: 205 viewsSep 7: 205 viewsSep 7: 204 viewsSep 7: 204 viewsSep 7: 206 views Aug 19Sep 7
  • post views
  • 6 posts newer than one day and still gaining views
  • median 554

Maximum: 957 views. Data as of Sep 8.

What scoring found in the view pattern

Low reach: ERR ≈ 3.0%

View engagement is below the norm for a channel of this size. This may be explained by the niche and a passive audience, but it is worth checking.

Cleanliness-index history

2 checks for this channel.

050100Jun 22: index 76, grade BJun 22Sep 8: index 85, grade ASep 8

Advertising outlook

Advertising placement: not recommended.

Only a small share of subscribers sees the posts.

About 367–734 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 0. 1 more are too fresh.

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 @pro_business_day

Are there signs of audience manipulation on the channel?

The technical risk score is 15 out of 100, indicating no signs of bots or abnormal view manipulation.

Why is advertising feasibility considered questionable?

The main reason is low audience reach: posts are seen by less than 3% of subscribers (about 554 views per 18.7 thousand readers), which makes placement ineffective.

What kind of response can be expected from a publication?

The promotional post will receive a relatively small number of contacts with the audience, and closed comments prevent direct dialogue with potential customers.

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 @pro_business_day assessment dated 2026-09-08 uses 40 recent public posts. At that snapshot the channel had 18,762 subscribers, median post views were 554, ERR was 3.0%, and the cleanliness index was 85/100.
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.