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@WinExperty: statistics and cleanliness index

​💻 Прокачиваем ваш ПК на 100%. 🎁 Скрытые фишки Windows, обзоры полезных утилит и софт, который реально экономит время. 🛠 Только проверенные инструкции и личный опыт. 📨 По вопросам сотрудничества: t.me/winexperty?direct

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Grade D some metrics deviate cleanliness index
data from 2026-10-01
Subscribers
2,837
Median views
504
ERR
17.8%
Posts sampled
40
Niche Computer science
Post language Russian
Channel age 2 years

Data from 2026-10-01 — 7 days old.

Assessment summary

The channel publishes practical guides, keyboard shortcuts, and Windows configuration tips with clear illustrations.

Over the past three months, the median view count dropped by almost half, and some messages in the feed were deleted — about 47% of IDs are missing. Along with the synchronized view gain on older posts, this makes metrics unstable, so the final ad reach is difficult to predict.

What to pay attention to

Older posts gained views simultaneously (+2.2% per day)

Since the last check, views on 11 mature posts increased almost uniformly — all of them gained views, not just specific successful ones. Typically, a post gets most of its views in the first two days, with subsequent views accumulating unevenly.

What grade D means

The index is clearly lowered: one or more metrics fall outside usual values. The “How the assessment was produced” section shows which ones.

Channel content

🚩 Possible scam or deception signals

Ads with signs of questionable offers were recorded in the feed: advance payment requirements for branded goods and the creation of artificial urgency.

Compared with similar channels

Compared with 16 Computer science catalog channels whose metrics look normal. They are a similar size: 1,655 to 6,418 subscribers.

ERR (reach) at the median
@WinExperty 17.8%
similar channels median 20.8%
Reactions per 100 views higher than 13 of 15
@WinExperty 2.95
similar channels median 0.77

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 Aug 27 to Oct 1. The dashed line is the median (504).

0305611Aug 27: 574 viewsAug 28: 556 viewsAug 29: 611 viewsAug 30: 562 viewsAug 31: 566 viewsSep 1: 567 viewsSep 2: 529 viewsSep 3: 555 viewsSep 4: 550 viewsSep 5: 537 viewsSep 6: 558 viewsSep 7: 527 viewsSep 8: 554 viewsSep 9: 471 viewsSep 9: 504 viewsSep 10: 512 viewsSep 11: 502 viewsSep 12: 544 viewsSep 13: 545 viewsSep 14: 528 viewsSep 15: 507 viewsSep 16: 504 viewsSep 17: 483 viewsSep 18: 533 viewsSep 19: 480 viewsSep 20: 448 viewsSep 21: 419 viewsSep 21: 380 viewsSep 22: 418 viewsSep 22: 409 viewsSep 23: 406 viewsSep 24: 393 viewsSep 25: 367 viewsSep 26: 364 viewsSep 27: 326 viewsSep 28: 303 viewsSep 29: 257 viewsSep 30: 204 viewsOct 1: 116 viewsOct 1: 60 views Aug 27Oct 1
  • post views
  • 2 posts newer than one day and still gaining views
  • median 504

Maximum: 611 views. Data as of Oct 1.

What scoring found in the view pattern

Older posts gained views simultaneously (+2.2% per day)

Since the last check, views on 11 mature posts increased almost uniformly — all of them gained views, not just specific successful ones. Typically, a post gets most of its views in the first two days, with subsequent views accumulating unevenly.

Cleanliness-index history

3 checks for this channel.

050100Jun 14: index 100, grade A+Jun 14Sep 8: index 50, grade DSep 8Oct 1: index 50, grade DOct 1

Advertising outlook

Advertising placement: questionable.

Some of the channel's metrics deviate, so it is hard to say in advance how many people will see an ad.

About 194–217 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 0. 1 more are too fresh.

Without an ad label: 1 post.

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 @WinExperty

Is it worth buying ads on the @WinExperty channel?

The feasibility of placement is considered questionable. The channel has an integrity index of 50 out of 100 (grade D, "deviations present" level), making it difficult to guarantee predictable reach for an integration.

What is the actual reach of the posts?

The median is 504 views per post, and ERR stands at 17.8%, which is comparable to similar channels in the catalog (17.4%). At the same time, views have noticeably decreased in recent months from values around 910.

What caused the drop in the integrity index?

The index was reduced due to the deletion of some messages (about 47% of IDs are missing), as well as synchronized view growth across 11 old posts at once.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-01
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 @WinExperty assessment dated 2026-10-01 uses 40 recent public posts. At that snapshot the channel had 2,837 subscribers, median post views were 504, ERR was 17.8%, and the cleanliness index was 50/100.
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.