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@n2d2ai: statistics and cleanliness index

N2D2 AI - нейросети для контента

Заказать ИИ-агента: n202.ru Для связи: @elena_novokhatskaia Новости об ИИ-агентах, нейросетях и вайбкодинге для бизнеса. Промпты и практический опыт. Автоматизации n8n, LangChain и OpenClaw.

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Grade A+ metrics look normal cleanliness index
data from 2026-10-21
Subscribers
24,703
Median views
15,630
ERR
63.3%
Posts sampled
40
Niche Computer science
Post language Russian
Channel age 2 years

Data from 2026-10-21 — 17 days old.

Assessment summary

A channel about neural networks and AI agents for content and business: reviews of new models, ready-made prompts and automations, mostly in short videos and cards. The share of subscribers who see a post is noticeably higher than in similar channels in the catalog: ERR 63.3% vs. the median 12.8%, reactions — 0.42% of views, roughly like half of the group.

But the feed has been idle for a long time: the last post was published 47 days ago, on average about one post every ten days, and over four months the subscriber count has decreased — from 25.9K to 24.7K. Placement is marked as questionable precisely because of the idle period, and the reach figures are from the channel's past life: the median 15.6K views were accumulated while it was still publishing.

About the channel

A channel about neural networks and AI agents for content and business: what's new, how to use it, and how to automate routine tasks. It has been run for two years in Russian, mostly with short videos and cards with captions.

In the catalog, @ai_to_business and @neuralforbusiness are nearby. The first has fewer subscribers (15.4K), and the share of subscribers who see a post is higher for @n2d2ai — ERR 63.3% vs. 39.0%. With @neuralforbusiness the size is almost the same (25.1K), but there a noticeably smaller share sees a post — ERR 0.5%.

What it publishes:

  • Model news: releases of GPT, Gemini, Seedance and Sora with breakdowns of capabilities.
  • Prompts and guides: ready-made prompts, prompting techniques, tool breakdowns.
  • Automations and agents: n8n, Claude Code, skills for agents, content factories.
  • Tool roundups: Sora alternatives, prompt libraries, services for video and images.

Posts are published mostly in the evening (68%) and on weekdays (80%), there are no forwards from other channels. By subscriber count, the channel is in the middle of the “Computer technology” niche. They post rarely — about once every ten days, with short videos and cards.

By subscribers, it ranks #60 of 102 channels in the Computer science niche of the catalog.

What grade A+ means

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

Channel content

📣 Heavy advertising load

Native advertising of AI services is noticeable in the feed: review roundups with links to specific tools (MeiGen, Higgsfield, Veed).

Compared with similar channels

Compared with 35 Computer science catalog channels whose metrics look normal. They are a similar size: 8,715 to 59,944 subscribers.

ERR (reach) higher than 35 of 35
@n2d2ai 63.3%
similar channels median 13%
Reactions per 100 views lower than 18 of 35
@n2d2ai 0.42
similar channels median 0.45

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

Scroll horizontally to see the full charts.

Views by post

The latest 40 posts with views, from Dec 10 to Sep 4. The dashed line is the median (15,630).

013K27KDec 10: 22,468 viewsDec 17: 18,554 viewsDec 21: 26,517 viewsDec 25: 20,789 viewsDec 30: 22,238 viewsJan 5: 21,095 viewsJan 11: 20,920 viewsJan 15: 19,855 viewsJan 23: 21,723 viewsJan 23: 23,639 viewsJan 27: 24,180 viewsFeb 5: 19,654 viewsFeb 15: 16,673 viewsFeb 22: 13,815 viewsFeb 23: 16,717 viewsFeb 27: 17,407 viewsMar 4: 17,138 viewsMar 11: 15,656 viewsMar 16: 15,604 viewsMar 21: 15,733 viewsMar 24: 16,900 viewsMar 28: 16,906 viewsApr 3: 15,033 viewsApr 7: 13,570 viewsApr 15: 12,713 viewsApr 17: 12,024 viewsApr 21: 12,270 viewsApr 24: 13,562 viewsApr 30: 14,432 viewsJun 9: 10,662 viewsJun 11: 10,767 viewsJun 18: 10,856 viewsJun 22: 10,998 viewsJun 29: 10,502 viewsJul 2: 11,607 viewsAug 11: 9,589 viewsAug 22: 7,726 viewsAug 30: 6,124 viewsSep 3: 5,071 viewsSep 4: 5,342 views Dec 10Sep 4
  • post views
  • median 15,630

Maximum: 26,517 views. Data as of Oct 21.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

3 checks for this channel.

050100Jul 1: index 93, grade A+Jul 1Aug 15: index 91, grade A+Aug 15Oct 21: index 92, grade A+Oct 21

Advertising outlook

Advertising placement: questionable.

The channel has gone quiet — ask the owner when the next post is due.

Not enough posts for a forecast.

Reach of advertising posts

Advertising posts have a median of 16,203 views versus 14,301 for regular posts — 13% higher.

Based on 14 advertising and 26 regular posts older than two days.

Without an ad label: 14 posts.

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 @n2d2ai

Is the channel clean? What does the purity index show?

The purity index is 92 out of 100, grade A+, level “metrics within normal range”: the check found no notable deviations.

What is the reach of posts?

The median views are about 15.6K, which is ERR 63.3%: a larger share of subscribers sees a post than in similar channels in the catalog.

Is it worth advertising here?

Placement is marked as questionable: the channel has not published posts for a long time and is idle. Advertising posts in the sample collected a median of 16.2K views vs. 14.3K for regular ones.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-21
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 @n2d2ai assessment dated 2026-10-21 uses 40 recent public posts. At that snapshot the channel had 24,703 subscribers, median post views were 15,630, ERR was 63.3%, and the cleanliness index was 92/100.
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/obsessed_with_ai.