TG Inspector TG Inspector Add a channel
Avatar of @GPT4TChannel

@GPT4TChannel: statistics and cleanliness index

ИИ-бот №1 | GPT4Telegrambot

Официальный канал Главного ИИ-бота в Telegram — @GPT4Telegrambot: 🌎 35+ миллионов пользователей 🔥 Бесплатная Nano Banana 💪 Только лучшие нейросети Реклама: @hiai_ads Работаем с @bidfox_news, @Tgpodbor_official

Share this report
Telegram

Grade C some metrics deviate cleanliness index
data from 2026-09-14
Subscribers
949,553
Median views
18,105
ERR
1.9%
Posts sampled
40
Niche Computer science
Post language Russian 92% of posts
Channel age 1 year

Data from 2026-09-14 — 24 days old.

Assessment summary

The service bot channel suffers from a typical problem of million-subscriber channels: users subscribe to gain access to features, immediately mute the channel, and never open posts again, which is why reach fails to hit even 2% of the audience.

With 8 posts published per day, an ad post quickly gets lost in the feed, and you end up paying for a median of 18,000 views instead of the expected million-scale reach.

What to pay attention to

Very low reach: ERR ≈ 1.9% with 949,553 subscribers

Views are well below what channels of this size usually get: only a small share of subscribers sees a post. This happens when the audience has lost interest or stopped reading.

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.

Compared with similar channels

Compared with 5 Computer science catalog channels whose metrics look normal. They are a similar size: 1,146,912 to 2,042,299 subscribers.

ERR (reach) lower than 5 of 5
@GPT4TChannel 1.9%
similar channels median 10.4%

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 9 to Sep 14. The dashed line is the median (18,105).

013K26KSep 9: 24,805 viewsSep 9: 26,347 viewsSep 9: 24,674 viewsSep 9: 25,628 viewsSep 10: 22,063 viewsSep 10: 23,988 viewsSep 10: 21,183 viewsSep 10: 19,393 viewsSep 10: 19,630 viewsSep 10: 19,320 viewsSep 10: 18,201 viewsSep 10: 21,926 viewsSep 11: 20,434 viewsSep 11: 21,654 viewsSep 11: 20,359 viewsSep 11: 19,502 viewsSep 11: 18,799 viewsSep 11: 18,162 viewsSep 11: 20,383 viewsSep 12: 17,693 viewsSep 12: 18,048 viewsSep 12: 16,687 viewsSep 12: 16,535 viewsSep 12: 16,192 viewsSep 12: 15,822 viewsSep 12: 19,118 viewsSep 13: 15,886 viewsSep 13: 17,951 viewsSep 14: 11,299 viewsSep 14: 11,226 viewsSep 14: 11,312 viewsSep 14: 12,044 viewsSep 14: 11,826 viewsSep 14: 11,898 viewsSep 14: 6,628 viewsSep 14: 6,590 viewsSep 14: 6,197 viewsSep 14: 6,167 viewsSep 14: 6,124 viewsSep 14: 6,127 views Sep 9Sep 14
  • post views
  • 13 posts newer than one day and still gaining views
  • median 18,105

Maximum: 26,347 views. Data as of Sep 14.

What scoring found in the view pattern

Very low reach: ERR ≈ 1.9% with 949,553 subscribers

Views are well below what channels of this size usually get: only a small share of subscribers sees a post. This happens when the audience has lost interest or stopped reading.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

3 checks for this channel.

050100Jul 4: index 91, grade A+Jul 4Aug 15: index 55, grade CAug 15Sep 14: index 55, grade CSep 14

Advertising outlook

Advertising placement: not recommended.

Only a small share of subscribers sees the posts.

About 10,186–16,535 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 0. 2 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 @GPT4TChannel

Why does a channel with a million subscribers have a yellow risk score of 45?

The main reason is abnormally low reach: less than 2% of subscribers see publications. This is a sign of a dormant or burned-out audience that subscribed for the bot and muted notifications.

How many views will an ad post actually get?

The median reach of a single publication is around 18,100 views. You should not rely on the million-subscriber base when calculating placement costs.

Is it advisable to buy ads on this channel?

Placement is considered questionable due to the audience's weak engagement. In addition, with a frequency of 8 posts per day, the ad will quickly be pushed up the feed.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-14
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 @GPT4TChannel assessment dated 2026-09-14 uses 40 recent public posts. At that snapshot the channel had 949,553 subscribers, median post views were 18,105, ERR was 1.9%, 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.