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@mkot_finance: statistics and cleanliness index

Кот.Финанс

Авторский канал про облигации, инвестиции, недвижимость. Говорим просто о сложном Кот.Финанс PRO: https://t.me/tribute/app?startapp=smik 🤝 https://t.me/mkot_finance_adv/4 Реклама: https://telega.in/c/mkot_finance

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Grade A+ metrics look normal cleanliness index
data from 2026-10-13
Subscribers
18,948
Median views
4,701
ERR
24.8%
Posts sampled
40
Niche Investments
Post language Russian
Channel age 4 years

Data from 2026-10-13 — 25 days old.

Assessment summary

Original analytics on the debt market, corporate bonds, and financial statements, accompanied by regular infographics.

Over the past month, median views have increased by almost a thousand while subscriber numbers remained stable, and promotional posts gain views on par with regular ones. The feed's main limitation is that reaction engagement (0.70%) is noticeably more modest here than in similar catalog channels.

About the channel

An original channel about investing and the Russian stock market, specializing in analyses of bonds, the leasing sector, and issuers' financial stability. The project has been running for more than four and a half years in Russian, combining written commentary with clear charts, diagrams, and registry excerpts.

In the catalog, the channel ranks in the top third of the "Investing" niche. A post here is seen by a significantly larger share of subscribers than on channels like @dushevny_trading or @trejder_v_ubke, but it trails @investopit in terms of ERR.

What it posts:

  • Issuer breakdowns: risk analysis, debt burden assessments, and account freezes of specific companies ahead of coupon payments.
  • Bond maps: infographics mapping yield distributions and maturity dates for issues rated from high-yield bonds to the highest credit quality.
  • Kotdigest: regular roundups tracking stock indices, OFZs, commodities, and currency markets.

Most materials are published on weekdays during morning and afternoon hours Moscow time, with third-party posts limited to occasional forwards from their own "Kot.Finance PRO" project. Readers can expect applied financial analytics with a moderate posting pace and a minimal share of third-party advertising.

By subscribers, it ranks #6 of 17 channels in the Investments 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.

Compared with similar channels

Compared with 5 Investments catalog channels whose metrics look normal. They are a similar size: 14,457 to 34,059 subscribers.

ERR (reach) higher than 3 of 5
@mkot_finance 24.8%
similar channels median 22%
Reactions per 100 views lower than 5 of 5
@mkot_finance 0.7
similar channels median 1.86

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 Sep 21 to Oct 13. The dashed line is the median (4,701).

03K6.1KSep 21: 4,885 viewsSep 22: 5,138 viewsSep 22: 4,448 viewsSep 22: 5,046 viewsSep 22: 4,713 viewsSep 22: 5,208 viewsSep 23: 5,309 viewsSep 23: 6,095 viewsSep 24: 5,579 viewsSep 25: 4,693 viewsSep 25: 5,316 viewsSep 25: 3,998 viewsSep 25: 4,374 viewsSep 26: 4,450 viewsSep 27: 5,640 viewsSep 28: 5,050 viewsSep 28: 4,784 viewsSep 28: 4,304 viewsSep 29: 5,234 viewsSep 30: 4,709 viewsSep 30: 4,509 viewsSep 30: 3,741 viewsSep 30: 4,692 viewsSep 30: 4,224 viewsOct 1: 5,230 viewsOct 2: 5,801 viewsOct 3: 5,018 viewsOct 4: 5,479 viewsOct 5: 4,646 viewsOct 5: 4,202 viewsOct 6: 4,191 viewsOct 8: 4,770 viewsOct 9: 5,063 viewsOct 9: 4,282 viewsOct 9: 4,507 viewsOct 9: 4,277 viewsOct 12: 3,207 viewsOct 12: 2,955 viewsOct 13: 1,836 viewsOct 13: 747 views Sep 21Oct 13
  • post views
  • 4 posts newer than one day and still gaining views
  • median 4,701

Maximum: 6,095 views. Data as of Oct 13.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

2 checks for this channel.

050100Sep 4: index 100, grade A+Sep 4Oct 13: index 100, grade A+Oct 13

Advertising outlook

Advertising placement: reasonable.

About 2,289–3,018 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 4,788 views versus 4,741 for regular posts — 1% higher.

Based on 6 advertising and 30 regular posts older than two days.

Without an ad label: 4 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 @mkot_finance

Is there artificial inflation on @mkot_finance?

A deterministic check assigned the channel an integrity index of 100 out of 100, with an A+ grade and a "metrics are normal" status. No signals of artificial manipulation or view anomalies were detected.

How many views does a post get?

The median reach is 4,701 views per post, corresponding to an ERR of around 24.8%. Promotional posts average 4,788 views.

Is advertising justified?

The advisability of advertising is rated as "justified." The channel publishes fewer than two posts per day, the ad share does not exceed 8%, and promotional posts do not lose reach compared to original editorial content.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-13
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 @mkot_finance assessment dated 2026-10-13 uses 40 recent public posts. At that snapshot the channel had 18,948 subscribers, median post views were 4,701, ERR was 24.8%, and the cleanliness index was 100/100.
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.