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★ PromtPress Public Report · Issue # 001

Channel audit Machinelearning

Machinelearning
@ai_machinelearning_big_data Diving into ML and Data Science Showing how to run any LLM step by step. For all questions - @haarrp @itchannels_telegram -🔥best channels Registry RKN: clck.ru/3Fmqri
23.06.2026
Subscribers
295 809
-6231 per month
ERR (% see posts)
8.0%
in 24h 6.0%
Reach/post
22.5K
ad reach 17.8K/24h
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Section 01 · Channel Snapshot

Key channel metrics

Each card is a separate channel health indicator. The subtitle below the number shows the period it covers.

Subscribers
295 809
Subs reach
7.6%
avg % subs see post
Views/post
22.5K
median 22.3K · 29 days
Posts/week
27.7
over period
7d trend
-11.5%
vs previous week
Reactions/post
175.1
total 20,315 reactions, 23,388 reposts, 996 comments
Post length
900 chars
median 1000 · 29 days
Posts analyzed
116
29 days
Ad reach
17.8K
24h avg
Churn / month
-6231
last month
Citation rate
386
citation index · 1,718 channels mentioned all time
Channel age
9 years 3 months
created 15.03.2017
Section 02 · Content Analysis

What works best

Top posts by engagement and underperformers — to see what to repeat and what to drop from rotation.

Section 03 · Subscriber Dynamics

How the channel grew over the year

Subscriber growth chart for the year. Key months show exact subscriber count. See which months the channel gained or lost subs.

421.2K356.8K292.3K227.9K163.4K188.3KJun 25223.7KAug 25288.1KSep 25336.7KOct 25360.2KNov 25381.6KDec 25369.7KJan 26343KFeb 26336.1KMar 26320.4KApr 26308.5KMay 26300.4KJun 26
Period start
188 265
Now
295 824
Net growth
+107 559
Section 04 · Mentions

Who mentions the channel and how

Citation index 386 — channel popularity rating based on mentions. Considers not only count but also weight of mentioning channels: a post from a 100K sub channel «weighs» more than from 1K sub. All time channel was mentioned 1 718 different channels. Below — from which countries, format, channels, and topics.

Countries mentioning
Russia 80.3%
Ukraine 0.7%
Uzbekistan 0.3%
Belarus 0.1%
Iran 0.1%
Mention format
Mentioned in a separate post 66.5%
In a bundle with 2-5 channels 15.8%
In a bundle with 6-10 channels 6.6%
In a bundle with 11+ channels 11.1%
In suspicious channels (bot activity) 0.7%
Size of channels mentioning
Micro-channels (up to 1K) 64.4%
1K–10K subs 14.9%
10K–30K subs 13.8%
30K–100K subs 6.3%
over 100K subs 0.6%
Topics where mentioned
Tech 77.0%
Cryptocurrencies 2.2%
Politics 2.1%
Blogs 1.9%
Education 1.8%
Section 05 · Ad Potential

How long a post brings reach

Avg reach of ad post over time since publication. Helps estimate how long a placement stays relevant.

14.1K
in 12 hrs
17.8K
in 24 hrs
+26% vs prev
17.8K
in 48 hrs
stable
19.4K
in 72 hrs
+9% vs prev
Section 06 · Competitors

Who you compete with

11 nearest channels by topic and audience. Your channel is highlighted — see its rank among niche neighbors.

Channel Subscribers
HIhitvpn_blog 4.2M
MTTrending topics 3.4M
TETechnochat 3.1M
HAHi, AI • Tech News 2.5M
NNNN 2.2M
TETechnomotel 2.2M
L—LIVE — Telegram, AI & Tech 2.1M
EKExploit 2M
DJDigital Journal | IT, Neiroseti 1.8M
ERRBackdoor 1.8M
MAMachinelearningYou 295.8K
Section 07 · Mention Trends

How often the channel is mentioned

Every month we track posts in other channels that mention yours. Over the last 6 months such mentions were 2 356, they brought 252 338 new subs. This is a different metric from the citation index above — here it's individual mention posts per period, there it's cumulative rating.

Period Mentions Channels Brought subs
December 2025 317 111
4 725
Nov 2025 381 141
22 263
Oct 2025 336 86
39 215
Sep 2025 477 258
50 234
August 2025 326 90
75 778
July 2025 519 186
60 123
Total mentions
2 356
Months of data
6
Acquired subs
252 338
Section 08 · Niche Comparison

Where the channel stands in its league

Top-100 channels in category «Tech» (Russia) and compared your channel. Gray band — range for 80% of niche channels (p10 to p90). Black vertical — median. Red dot — your channel.

#43/ 100
Rank in niche
Channel in the top half of the ranking
Subscribers better than 52% of niche
212.3K
65K 295 809 — your channel 1.9M
Avg reach / post better than 50% of niche
21.5K
2.4K 22 471 — your channel 90.7K
Citation index better than 57% of niche
101
0 386 — your channel 2.1K
Section 09 · Strategy

What to do right now

5 priority actions sorted by expected impact. Check off and revisit next month.

01

Top post of the week — on Friday

Audience is most active on this day at 16:00 MSK.

Effect
Best window for an important post
02

Systematic traffic buying

Three formats for your media: Inhouse (premium channels), Native (native integrations), Premium (target audience). PromtPress picks sources for your niche.

Effect
+1000-3000 subs
03

Test polls & interactive formats

Posts with polls/reactions usually boost ER by +5-15%. One weekly poll on a hot topic — easy growth lever.

Effect
+5-15% ER
04

Cross-promo with neighboring channels

Swap posts with channels in the same segment once a quarter. No need daily — 2-3 collabs give relevant growth.

Effect
Growth from relevant audience
05

Update channel description for Telegram search

Telegram search scans descriptions. Add 3-5 niche keywords — organic traffic source.

Effect
Organic traffic source

Want this done by PromtPress?

This audit is what we can do in minutes using public data. Want to go further — run ads with us and hit your growth plan in a month.

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