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@pro_ai_novosti: statistics and cleanliness index

Мир нейросетей - новости, обучение и заработок

Новости и простые разборы нейросетей: как использовать и зарабатывать Подходит даже новичкам. 👉 Больше материалов и обучение в основном канале: @prodvizhenie_school

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Grade C some metrics deviate cleanliness index
data from 2026-10-04
Subscribers
50,287
Median views
982
ERR
2%
Posts sampled
40
Niche Computer science
Post language Russian
Channel age 3 years

Data from 2026-10-04 — 5 days old.

Assessment summary

The channel focuses on teaching how to make money with neural networks and is structured around warming up the audience for webinars and training programs. In terms of the share of reading subscribers, publications rank below all 26 similar channels in the directory, and there is almost no activity in the open comments.

The platform's main issue is extremely weak audience reach: with a base of over 50 thousand people, a new post gets fewer than a thousand views, so ad placement effectiveness is questionable.

What to pay attention to

Very low reach: ERR ≈ 2.0% with 50,287 subscribers

Views are noticeably lower than usual for channels of this size: only a small fraction of subscribers sees a post. This happens when the audience has lost interest or stopped reading the channel.

What grade C means

Some metrics fall outside usual values — for example reach, view spread or reactions. The “How the assessment was produced” section shows which ones.

Channel content

📣 Heavy advertising load

Posts consist almost entirely of promotional warm-ups for educational webinars using artificial urgency triggers.

Compared with similar channels

Compared with 29 Computer science catalog channels whose metrics look normal. They are a similar size: 19,394 to 127,953 subscribers.

ERR (reach) lower than 29 of 29
@pro_ai_novosti 2%
similar channels median 7.9%
Reactions per 100 views higher than 24 of 26
@pro_ai_novosti 1.04
similar channels median 0.35

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 Sep 14 to Oct 4. The dashed line is the median (982).

07261.5KSep 14: 959 viewsSep 14: 1,217 viewsSep 15: 1,043 viewsSep 15: 1,293 viewsSep 15: 1,117 viewsSep 16: 1,089 viewsSep 16: 1,270 viewsSep 17: 1,023 viewsSep 17: 996 viewsSep 17: 1,075 viewsSep 17: 1,058 viewsSep 17: 933 viewsSep 17: 982 viewsSep 18: 961 viewsSep 18: 915 viewsSep 19: 982 viewsSep 19: 985 viewsSep 19: 958 viewsSep 20: 1,030 viewsSep 20: 1,379 viewsSep 21: 1,240 viewsSep 22: 1,202 viewsSep 23: 1,203 viewsSep 24: 1,214 viewsSep 25: 1,256 viewsSep 25: 1,452 viewsSep 29: 813 viewsSep 30: 636 viewsSep 30: 629 viewsSep 30: 720 viewsOct 1: 621 viewsOct 1: 613 viewsOct 2: 494 viewsOct 2: 494 viewsOct 2: 457 viewsOct 2: 497 viewsOct 3: 431 viewsOct 3: 371 viewsOct 3: 348 viewsOct 4: 128 views Sep 14Oct 4
  • post views
  • 3 posts newer than one day and still gaining views
  • median 982

Maximum: 1,452 views. Data as of Oct 4.

What scoring found in the view pattern

Very low reach: ERR ≈ 2.0% with 50,287 subscribers

Views are noticeably lower than usual for channels of this size: only a small fraction of subscribers sees a post. This happens when the audience has lost interest or stopped reading the channel.

Cleanliness-index history

3 checks for this channel.

050100Jun 30: index 75, grade BJun 30Aug 24: index 55, grade CAug 24Oct 4: index 55, grade COct 4

Advertising outlook

Advertising placement: not recommended.

Only a small share of subscribers sees the posts.

About 384–494 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 1,089 views versus 959 for regular posts — 14% higher.

Based on 17 advertising and 15 regular posts older than two days.

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_ai_novosti

What is the audience quality of the @pro_ai_novosti channel?

The channel's purity index is 55 out of 100 (grade C, "deviations detected" level). The main drawback is the very low share of views relative to the total number of subscribers.

Is advertising in this channel justified?

The feasibility of ad placement is rated as questionable. The reason is weak reach: posts are seen by only a small fraction of the channel's subscribers.

What reach do the channel's posts demonstrate?

The median view count stands at 982 per post, and the ERR is around 2.0%. This is significantly below typical values among similar channels in the directory.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-04
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_ai_novosti assessment dated 2026-10-04 uses 40 recent public posts. At that snapshot the channel had 50,287 subscribers, median post views were 982, ERR was 2.0%, and the cleanliness index was 55/100.
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.