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Fake engagement check for @dmpanel

DMpanel | Updates — public reach metrics and manipulation-risk assessment dated 2026-09-19.

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Grade A+ low manipulation risk cleanliness index
checked 2026-09-19
Subscribers
3,825
Median views
4,997
ERR
130.6%
Posts sampled
39
Niche Video Games
Post language Russian
Channel age 2 years

Assessment summary

The channel serves as a service update feed for CS2 software, which is why reach exceeds the subscriber count: users forward patch notes to work chats or open them directly from the launcher. Posts are published on average once every five days, so an ad post will not get lost in the feed and will gather its 5 thousand views. The main limitation is the narrow niche of the audience: only offers for gamers, Steam farmers, and technical services will generate a response.

Compared with similar channels

Compared with 16 checked Video Games channels with no visible signs of manipulation. They are a similar size: 1,318 to 10,235 subscribers.

ERR (reach) higher than 15 of 16
130.6% for @dmpanel similar channels median: 23.6%
Reactions per 100 views lower than 13 of 16
0.72 for @dmpanel similar channels median: 1.33

This is not a niche norm: only channels checked by the service are included. An unusually high ERR can also be a sign of inflated views.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-09-19
Sample
The latest 39 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 @dmpanel assessment dated 2026-09-19 uses 39 recent public posts. At that snapshot the channel had 3,825 subscribers, median post views were 4,997, ERR was 130.6%, and the cleanliness index was 100/100.
Limitations
This is a probabilistic assessment based on public data, not proof of intentional manipulation or a real-time channel measurement.

Full methodology and interpretation rules

Advertising outlook

Advertising placement: reasonable.

About 2,499–4,998 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1.

Without an ad label: 1 post.

What grade A+ means

Almost no signs of manipulation: reactions look real and reach matches the subscriber count. The safest place for ads.

Dynamics and anomalies

Views by post

The latest 38 posts with views, from Mar 16 to Sep 18. The dashed line is the median (4,997).

03.6K7.3KMar 16: 4,482 viewsMar 18: 3,961 viewsMar 19: 4,270 viewsMar 21: 4,785 viewsMar 25: 4,144 viewsMar 25: 4,300 viewsMar 26: 6,651 viewsApr 7: 7,264 viewsApr 21: 5,661 viewsApr 29: 6,483 viewsMay 6: 5,993 viewsMay 8: 7,017 viewsMay 10: 7,113 viewsMay 22: 5,375 viewsMay 24: 5,910 viewsMay 27: 4,937 viewsMay 27: 4,310 viewsMay 27: 4,480 viewsMay 31: 5,058 viewsJun 7: 4,919 viewsJun 14: 5,097 viewsJun 19: 4,877 viewsJun 21: 6,122 viewsJun 21: 5,603 viewsJun 23: 6,009 viewsJun 26: 4,795 viewsJun 30: 4,176 viewsJun 30: 3,719 viewsJun 30: 4,403 viewsJul 3: 4,477 viewsJul 5: 5,237 viewsJul 10: 5,799 viewsJul 16: 5,923 viewsJul 24: 6,738 viewsAug 21: 4,291 viewsAug 25: 6,872 viewsSep 17: 1,940 viewsSep 18: 1,320 views Mar 16Sep 18

Maximum: 7,264 views. Data as of Sep 19.

No deviations found in views. Manipulation doesn't always show up in views, so look at the whole index.

Cleanliness-index history

The channel has been checked once — the chart will appear after the next check.

Forwards from 1 private channel with no public name.

Map of all links between checked channels

Run a fresh check for @dmpanel

Data from 2026-09-19 — fresh.

Buy advertising

No signs of manipulation. You can buy ads 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.

Monitor this channel

The bot will recheck @dmpanel and message you if reach drops, subscribers jump, or the cleanliness index changes.

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Questions about @dmpanel

Are there any signs of metric manipulation?

No, the check showed a zero risk score: comments are open, and the variance in views is typical of an authentic audience.

Why does the reach exceed the subscriber count?

The ERR is around 131%, with a median of 5 thousand views per 3.8 thousand subscribers. For an update feed of specialized software, this is natural: patch notes are actively read via forwards and launcher notifications.

Is advertising justified?

Yes, placement is considered justified. Due to infrequent posting, the post will remain the latest one in the feed for a long time, but the product theme must strictly match the interests of gamers and software users.

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This automated assessment is probabilistic: statistical signals, not an accusation. Disagree? Run a fresh check in the bot. Want the page removed? Contact support and we'll take it down within a day.

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