Lifehacks about AI automation
checked 2026-09-19
- Subscribers
- 2,126
- Median views
- 3,592
- ERR
- 169.0%
- Posts sampled
- 39
Assessment summary
With an audience of 2.1 thousand subscribers, posts consistently gain over 3.5 thousand views without relying on viral reposts. An extremely low reaction rate (0.2% of views) reinforces the suspicion that reach is inflated by bots or driven by external clickbait. Due to the risk of artificial views, the actual return on advertising here is unpredictable.
Compared with similar channels
Compared with 11 checked Computer science channels with no visible signs of manipulation. They are a similar size: 1,655 to 5,962 subscribers.
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 @nedyrov assessment dated 2026-09-19 uses 39 recent public posts. At that snapshot the channel had 2,126 subscribers, median post views were 3,592, ERR was 169.0%, and the cleanliness index was 50/100.
- Limitations
- This is a probabilistic assessment based on public data, not proof of intentional manipulation or a real-time channel measurement.
Advertising outlook
Advertising placement: questionable.
Some of the views may be fake.
About 1,425–2,850 people will see your post in the first 48 hours.
Reach of advertising posts
Advertising posts have a median of 3,064 views versus 3,862 for regular posts — 21% lower.
Based on 4 advertising and 34 regular posts older than two days.
Without an ad label: 2 posts.
What grade D means
Clear signs of manipulation: several strong signals at once. Ads here are risky.
What to pay attention to
Views exceed what is reasonable for the subscriber base: ERR ≈ 169%
Median views significantly exceed the subscriber count (this is the median across half of the posts, not just a single viral post). Without massive reposts, this indicates likely view inflation or clickbait traffic.
Dynamics and anomalies
Views by post
The latest 39 posts with views, from Aug 8 to Sep 18. The dashed line is the median (3,592).
- post views
- 1 post newer than one day and still gaining views
- median 3,592
Maximum: 8,319 views. Data as of Sep 19.
What scoring found in the view pattern
Views exceed what is reasonable for the subscriber base: ERR ≈ 169%
Median views significantly exceed the subscriber count (this is the median across half of the posts, not just a single viral post). Without massive reposts, this indicates likely view inflation or clickbait traffic.
Cleanliness-index history
The channel has been checked once — the chart will appear after the next check.
Forwarding links
@nedyrov forwards posts from
- @bi_done check in the botcheck
- @devops_memops check in the botcheck
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.
Monitor this channel
The bot will recheck @nedyrov and message you if reach drops, subscribers jump, or the cleanliness index changes.
Monitor @nedyrovQuestions about @nedyrov
What is the risk of manipulation for this channel?
The channel received a moderate risk score of 50 out of 100. The primary anomaly is that views regularly exceed the entire subscriber base by more than 1.5 times.
How many real views does an ad get?
The median reach of an ad post is about 3,064 views, which is 21% lower than regular publications. At the same time, engagement is weak: only a tenth of a percent of readers leave reactions.
Is it worth buying ads on this channel?
Placement is considered questionable due to the likelihood that views are inflated. High counter metrics may not translate into real conversions and clients.
Similar channels in Computer science
- 100 · A+
- 100 · A+
- 100 · A+
- 100 · A+
- 100 · A+
- 100 · A+
All channels in Computer science
Other checked channels
- 97 · A+
- 50 · D
- 50 · D
- 100 · A+
- 70 · B
- 98 · A+
- 70 · B
- 50 · D
- 100 · A+
- 90 · A
- 50 · D
- 100 · A+
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.